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<a href="cp__model__lns_8cc.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">// Copyright 2010-2021 Google LLC</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// Licensed under the Apache License, Version 2.0 (the &quot;License&quot;);</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment">// you may not use this file except in compliance with the License.</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment">// You may obtain a copy of the License at</span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment">//</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment">// http://www.apache.org/licenses/LICENSE-2.0</span></div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="comment">//</span></div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="comment">// Unless required by applicable law or agreed to in writing, software</span></div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="comment">// distributed under the License is distributed on an &quot;AS IS&quot; BASIS,</span></div>
<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="comment">// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span></div>
<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="comment">// See the License for the specific language governing permissions and</span></div>
<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="comment">// limitations under the License.</span></div>
<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160; </div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="cp__model__lns_8h.html">ortools/sat/cp_model_lns.h</a>&quot;</span></div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160; </div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="preprocessor">#include &lt;cstdint&gt;</span></div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="preprocessor">#include &lt;limits&gt;</span></div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="preprocessor">#include &lt;numeric&gt;</span></div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160; </div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="preprocessor">#include &quot;absl/synchronization/mutex.h&quot;</span></div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="cp__model_8pb_8h.html">ortools/sat/cp_model.pb.h</a>&quot;</span></div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="cp__model__loader_8h.html">ortools/sat/cp_model_loader.h</a>&quot;</span></div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="cp__model__utils_8h.html">ortools/sat/cp_model_utils.h</a>&quot;</span></div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="integer_8h.html">ortools/sat/integer.h</a>&quot;</span></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="linear__programming__constraint_8h.html">ortools/sat/linear_programming_constraint.h</a>&quot;</span></div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="rins_8h.html">ortools/sat/rins.h</a>&quot;</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="synchronization_8h.html">ortools/sat/synchronization.h</a>&quot;</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="saturated__arithmetic_8h.html">ortools/util/saturated_arithmetic.h</a>&quot;</span></div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; </div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespaceoperations__research.html">operations_research</a> {</div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="keyword">namespace </span>sat {</div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; </div>
<div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a08c018489eb0c4c309f144780ebb8cce"> 34</a></span>&#160;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a08c018489eb0c4c309f144780ebb8cce">NeighborhoodGeneratorHelper::NeighborhoodGeneratorHelper</a>(</div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; CpModelProto <span class="keyword">const</span>* <a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>, SatParameters <span class="keyword">const</span>* <a class="code" href="cp__model__fz__solver_8cc.html#a10a1eab179b472c030bdc2a2efef7219">parameters</a>,</div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_shared_response_manager.html">SharedResponseManager</a>* shared_response, <a class="code" href="classoperations__research_1_1_shared_time_limit.html">SharedTimeLimit</a>* shared_time_limit,</div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_shared_bounds_manager.html">SharedBoundsManager</a>* shared_bounds)</div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; : <a class="code" href="classoperations__research_1_1sat_1_1_sub_solver.html">SubSolver</a>(<span class="stringliteral">&quot;&quot;</span>),</div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; parameters_(*<a class="code" href="cp__model__fz__solver_8cc.html#a10a1eab179b472c030bdc2a2efef7219">parameters</a>),</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; model_proto_(*<a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>),</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; shared_time_limit_(shared_time_limit),</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; shared_bounds_(shared_bounds),</div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; shared_response_(shared_response) {</div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; <a class="code" href="base_2logging_8h.html#a3e1cfef60e774a81f30eaddf26a3a274">CHECK</a>(shared_response_ != <span class="keyword">nullptr</span>);</div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; <span class="keywordflow">if</span> (shared_bounds_ != <span class="keyword">nullptr</span>) {</div>
<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; shared_bounds_id_ = shared_bounds_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_bounds_manager.html#af90af356f66a9a677d8d76be3fdd7356">RegisterNewId</a>();</div>
<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; }</div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; *model_proto_with_only_variables_.mutable_variables() =</div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; model_proto_.variables();</div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; RecomputeHelperData();</div>
<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#afa21407ae134806ac4337d0b2473b210">Synchronize</a>();</div>
<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160;}</div>
<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; </div>
<div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#afa21407ae134806ac4337d0b2473b210"> 54</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#afa21407ae134806ac4337d0b2473b210">NeighborhoodGeneratorHelper::Synchronize</a>() {</div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <span class="keywordflow">if</span> (shared_bounds_ != <span class="keyword">nullptr</span>) {</div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; std::vector&lt;int&gt; model_variables;</div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; std::vector&lt;int64_t&gt; new_lower_bounds;</div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; std::vector&lt;int64_t&gt; new_upper_bounds;</div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; shared_bounds_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_bounds_manager.html#afcfefe147ae58ecfb365be6edf3d1821">GetChangedBounds</a>(shared_bounds_id_, &amp;model_variables,</div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; &amp;new_lower_bounds, &amp;new_upper_bounds);</div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; </div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; <span class="keywordtype">bool</span> new_variables_have_been_fixed = <span class="keyword">false</span>;</div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; </div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; {</div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; absl::MutexLock domain_lock(&amp;domain_mutex_);</div>
<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; </div>
<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; model_variables.size(); ++i) {</div>
<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> = model_variables[i];</div>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="keyword">const</span> int64_t new_lb = new_lower_bounds[i];</div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keyword">const</span> int64_t new_ub = new_upper_bounds[i];</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="vlog__is__on_8h.html#a956152cad330225654d128f35c00efce">VLOG_IS_ON</a>(3)) {</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; <span class="keyword">const</span> <span class="keyword">auto</span>&amp; domain =</div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; model_proto_with_only_variables_.variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>).domain();</div>
<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; <span class="keyword">const</span> int64_t old_lb = domain.Get(0);</div>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; <span class="keyword">const</span> int64_t old_ub = domain.Get(domain.size() - 1);</div>
<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <a class="code" href="base_2logging_8h.html#afcaa7cadd41741bb855c2ada1d2ef927">VLOG</a>(3) &lt;&lt; <span class="stringliteral">&quot;Variable: &quot;</span> &lt;&lt; <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> &lt;&lt; <span class="stringliteral">&quot; old domain: [&quot;</span> &lt;&lt; old_lb &lt;&lt; <span class="stringliteral">&quot;, &quot;</span></div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; &lt;&lt; old_ub &lt;&lt; <span class="stringliteral">&quot;] new domain: [&quot;</span> &lt;&lt; new_lb &lt;&lt; <span class="stringliteral">&quot;, &quot;</span> &lt;&lt; new_ub</div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; &lt;&lt; <span class="stringliteral">&quot;]&quot;</span>;</div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; }</div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; <span class="keyword">const</span> <a class="code" href="classoperations__research_1_1_domain.html">Domain</a> old_domain = <a class="code" href="namespaceoperations__research_1_1sat.html#ab1240060466ba48a36a4b36379bce26a">ReadDomainFromProto</a>(</div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; model_proto_with_only_variables_.variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>));</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; <span class="keyword">const</span> <a class="code" href="classoperations__research_1_1_domain.html">Domain</a> new_domain =</div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; old_domain.<a class="code" href="classoperations__research_1_1_domain.html#a835826c4c5129b74553042a357a721ff">IntersectionWith</a>(<a class="code" href="classoperations__research_1_1_domain.html">Domain</a>(new_lb, new_ub));</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; <span class="keywordflow">if</span> (new_domain.<a class="code" href="classoperations__research_1_1_domain.html#a8e12342fc420701fbffd97025421575a">IsEmpty</a>()) {</div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; <span class="comment">// This can mean two things:</span></div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="comment">// 1/ This variable is a normal one and the problem is UNSAT or</span></div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <span class="comment">// 2/ This variable is optional, and its associated literal must be</span></div>
<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; <span class="comment">// set to false.</span></div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <span class="comment">//</span></div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; <span class="comment">// Currently, we wait for any full solver to pick the crossing bounds</span></div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; <span class="comment">// and do the correct stuff on their own. We do not want to have empty</span></div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; <span class="comment">// domain in the proto as this would means INFEASIBLE. So we just</span></div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; <span class="comment">// ignore such bounds here.</span></div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; <span class="comment">//</span></div>
<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; <span class="comment">// TODO(user): We could set the optional literal to false directly in</span></div>
<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160; <span class="comment">// the bound sharing manager. We do have to be careful that all the</span></div>
<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; <span class="comment">// different solvers have the same optionality definition though.</span></div>
<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; }</div>
<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; <a class="code" href="namespaceoperations__research_1_1sat.html#a901c19b12842f8af153e588a689a90b5">FillDomainInProto</a>(</div>
<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; new_domain,</div>
<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; model_proto_with_only_variables_.mutable_variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>));</div>
<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160; new_variables_have_been_fixed |= new_domain.<a class="code" href="classoperations__research_1_1_domain.html#a826a01cb8175850ff6e5b833e4689959">IsFixed</a>();</div>
<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; }</div>
<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; }</div>
<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160; </div>
<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; <span class="comment">// Only trigger the computation if needed.</span></div>
<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; <span class="keywordflow">if</span> (new_variables_have_been_fixed) {</div>
<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; RecomputeHelperData();</div>
<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; }</div>
<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160; }</div>
<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160;}</div>
<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; </div>
<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160;<span class="keywordtype">void</span> NeighborhoodGeneratorHelper::RecomputeHelperData() {</div>
<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; <span class="comment">// Recompute all the data in case new variables have been fixed.</span></div>
<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; <span class="comment">//</span></div>
<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; <span class="comment">// TODO(user): Ideally we should ignore trivially true/false constraint, but</span></div>
<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; <span class="comment">// this will duplicate already existing code :-( we should probably still do</span></div>
<div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; <span class="comment">// at least enforcement literal and clauses? We could maybe run a light</span></div>
<div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; <span class="comment">// presolve?</span></div>
<div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; absl::MutexLock graph_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a67e2097ff88593dbd0ddc8f393ed9019">graph_mutex_</a>);</div>
<div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; absl::ReaderMutexLock domain_lock(&amp;domain_mutex_);</div>
<div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; </div>
<div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; var_to_constraint_.assign(model_proto_.variables_size(), {});</div>
<div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; constraint_to_var_.assign(model_proto_.constraints_size(), {});</div>
<div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; </div>
<div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> ct_index = 0; ct_index &lt; model_proto_.constraints_size();</div>
<div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; ++ct_index) {</div>
<div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> : <a class="code" href="namespaceoperations__research_1_1sat.html#a1d467595ed8fe5b85dc95328ee1c2770">UsedVariables</a>(model_proto_.constraints(ct_index))) {</div>
<div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; <a class="code" href="base_2logging_8h.html#ae17f8119c108cf3070bad3449c7e0006">DCHECK</a>(<a class="code" href="namespaceoperations__research_1_1sat.html#a217338425de4389014563f1f24331713">RefIsPositive</a>(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>));</div>
<div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; <span class="keywordflow">if</span> (IsConstant(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; var_to_constraint_[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>].push_back(ct_index);</div>
<div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160; constraint_to_var_[ct_index].push_back(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160; }</div>
<div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; </div>
<div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; <span class="comment">// We replace intervals by their underlying integer variables.</span></div>
<div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; <span class="keywordflow">if</span> (parameters_.lns_expand_intervals_in_constraint_graph()) {</div>
<div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="resource_8cc.html#af92a8383a05fdf586a52263d358f5ada">interval</a> :</div>
<div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; <a class="code" href="namespaceoperations__research_1_1sat.html#a217ba4c51953c701a68d6572d79801f1">UsedIntervals</a>(model_proto_.constraints(ct_index))) {</div>
<div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> :</div>
<div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160; <a class="code" href="namespaceoperations__research_1_1sat.html#a1d467595ed8fe5b85dc95328ee1c2770">UsedVariables</a>(model_proto_.constraints(<a class="code" href="resource_8cc.html#af92a8383a05fdf586a52263d358f5ada">interval</a>))) {</div>
<div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160; <a class="code" href="base_2logging_8h.html#ae17f8119c108cf3070bad3449c7e0006">DCHECK</a>(<a class="code" href="namespaceoperations__research_1_1sat.html#a217338425de4389014563f1f24331713">RefIsPositive</a>(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>));</div>
<div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; <span class="keywordflow">if</span> (IsConstant(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; var_to_constraint_[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>].push_back(ct_index);</div>
<div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; constraint_to_var_[ct_index].push_back(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; }</div>
<div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160; }</div>
<div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160; }</div>
<div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; }</div>
<div class="line"><a name="l00150"></a><span class="lineno"> 150</span>&#160; </div>
<div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; type_to_constraints_.clear();</div>
<div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_constraints = model_proto_.constraints_size();</div>
<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> c = 0; c &lt; num_constraints; ++c) {</div>
<div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> type = model_proto_.constraints(c).constraint_case();</div>
<div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160; <span class="keywordflow">if</span> (type &gt;= type_to_constraints_.size()) {</div>
<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; type_to_constraints_.resize(type + 1);</div>
<div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; }</div>
<div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; type_to_constraints_[type].push_back(c);</div>
<div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; }</div>
<div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; </div>
<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; active_variables_.clear();</div>
<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; active_variables_set_.assign(model_proto_.variables_size(), <span class="keyword">false</span>);</div>
<div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; </div>
<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="keywordflow">if</span> (parameters_.lns_focus_on_decision_variables()) {</div>
<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>&amp; search_strategy : model_proto_.search_strategy()) {</div>
<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> : search_strategy.variables()) {</div>
<div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> pos_var = <a class="code" href="namespaceoperations__research_1_1sat.html#acdbc8ad33149d45a6e6fcd8b72fd68ed">PositiveRef</a>(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160; <span class="keywordflow">if</span> (!active_variables_set_[pos_var] &amp;&amp; !IsConstant(pos_var)) {</div>
<div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; active_variables_set_[pos_var] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160; active_variables_.push_back(pos_var);</div>
<div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; }</div>
<div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; }</div>
<div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160; }</div>
<div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; </div>
<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160; <span class="comment">// Revert to no focus if active_variables_ is empty().</span></div>
<div class="line"><a name="l00176"></a><span class="lineno"> 176</span>&#160; <span class="keywordflow">if</span> (!active_variables_.empty()) <span class="keywordflow">return</span>;</div>
<div class="line"><a name="l00177"></a><span class="lineno"> 177</span>&#160; }</div>
<div class="line"><a name="l00178"></a><span class="lineno"> 178</span>&#160; </div>
<div class="line"><a name="l00179"></a><span class="lineno"> 179</span>&#160; <span class="comment">// Add all non-constant variables.</span></div>
<div class="line"><a name="l00180"></a><span class="lineno"> 180</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; model_proto_.variables_size(); ++i) {</div>
<div class="line"><a name="l00181"></a><span class="lineno"> 181</span>&#160; <span class="keywordflow">if</span> (!IsConstant(i)) {</div>
<div class="line"><a name="l00182"></a><span class="lineno"> 182</span>&#160; active_variables_.push_back(i);</div>
<div class="line"><a name="l00183"></a><span class="lineno"> 183</span>&#160; active_variables_set_[i] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00184"></a><span class="lineno"> 184</span>&#160; }</div>
<div class="line"><a name="l00185"></a><span class="lineno"> 185</span>&#160; }</div>
<div class="line"><a name="l00186"></a><span class="lineno"> 186</span>&#160;}</div>
<div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160; </div>
<div class="line"><a name="l00188"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#abefd04794ae1f2f60e1fbf1938b8f262"> 188</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#abefd04794ae1f2f60e1fbf1938b8f262">NeighborhoodGeneratorHelper::IsActive</a>(<span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160; <span class="keywordflow">return</span> active_variables_set_[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>];</div>
<div class="line"><a name="l00190"></a><span class="lineno"> 190</span>&#160;}</div>
<div class="line"><a name="l00191"></a><span class="lineno"> 191</span>&#160; </div>
<div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160;<span class="keywordtype">bool</span> NeighborhoodGeneratorHelper::IsConstant(<span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160; <span class="keywordflow">return</span> model_proto_with_only_variables_.variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>).domain_size() == 2 &amp;&amp;</div>
<div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160; model_proto_with_only_variables_.variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>).domain(0) ==</div>
<div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160; model_proto_with_only_variables_.variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>).domain(1);</div>
<div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160;}</div>
<div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160; </div>
<div class="line"><a name="l00198"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a722dba5a22f807fafa782b85eda60ba7"> 198</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a722dba5a22f807fafa782b85eda60ba7">NeighborhoodGeneratorHelper::CopyAndFixVariables</a>(</div>
<div class="line"><a name="l00199"></a><span class="lineno"> 199</span>&#160; <span class="keyword">const</span> CpModelProto&amp; source_model,</div>
<div class="line"><a name="l00200"></a><span class="lineno"> 200</span>&#160; <span class="keyword">const</span> absl::flat_hash_set&lt;int&gt;&amp; fixed_variables_set,</div>
<div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution,</div>
<div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; CpModelProto* output_model)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160; output_model-&gt;mutable_variables()-&gt;Clear();</div>
<div class="line"><a name="l00204"></a><span class="lineno"> 204</span>&#160; output_model-&gt;mutable_variables()-&gt;Reserve(source_model.variables_size());</div>
<div class="line"><a name="l00205"></a><span class="lineno"> 205</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; source_model.variables_size(); ++i) {</div>
<div class="line"><a name="l00206"></a><span class="lineno"> 206</span>&#160; IntegerVariableProto* var_proto = output_model-&gt;add_variables();</div>
<div class="line"><a name="l00207"></a><span class="lineno"> 207</span>&#160; <span class="keyword">const</span> IntegerVariableProto&amp; source_var_proto = source_model.variables(i);</div>
<div class="line"><a name="l00208"></a><span class="lineno"> 208</span>&#160; <span class="comment">// We only copy the variable names in debug mode.</span></div>
<div class="line"><a name="l00209"></a><span class="lineno"> 209</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="macros_8h.html#a7f536a3b33f9bed8f75734e035d30725">DEBUG_MODE</a> &amp;&amp; !source_var_proto.name().empty()) {</div>
<div class="line"><a name="l00210"></a><span class="lineno"> 210</span>&#160; var_proto-&gt;set_name(source_var_proto.name());</div>
<div class="line"><a name="l00211"></a><span class="lineno"> 211</span>&#160; }</div>
<div class="line"><a name="l00212"></a><span class="lineno"> 212</span>&#160; <span class="keywordflow">if</span> (fixed_variables_set.contains(i)) {</div>
<div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160; <span class="keyword">const</span> int64_t <a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a> = initial_solution.solution(i);</div>
<div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160; <span class="keywordflow">if</span> (!<a class="code" href="namespaceoperations__research_1_1sat.html#a46540a899ab5e8fe1b55e12da55cbbe0">DomainInProtoContains</a>(source_model.variables(i), <a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a>)) {</div>
<div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160; <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; }</div>
<div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; var_proto-&gt;add_domain(<a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a>);</div>
<div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160; var_proto-&gt;add_domain(<a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a>);</div>
<div class="line"><a name="l00219"></a><span class="lineno"> 219</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00220"></a><span class="lineno"> 220</span>&#160; *var_proto-&gt;mutable_domain() = source_var_proto.domain();</div>
<div class="line"><a name="l00221"></a><span class="lineno"> 221</span>&#160; }</div>
<div class="line"><a name="l00222"></a><span class="lineno"> 222</span>&#160; }</div>
<div class="line"><a name="l00223"></a><span class="lineno"> 223</span>&#160; <span class="keywordflow">return</span> <span class="keyword">true</span>;</div>
<div class="line"><a name="l00224"></a><span class="lineno"> 224</span>&#160;}</div>
<div class="line"><a name="l00225"></a><span class="lineno"> 225</span>&#160; </div>
<div class="line"><a name="l00226"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63"> 226</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">NeighborhoodGeneratorHelper::FullNeighborhood</a>()<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160; <a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> neighborhood;</div>
<div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a8e672808c179f95cf4c626aef798bbc7">is_reduced</a> = <span class="keyword">false</span>;</div>
<div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a04d448b3000c058b67ad17541473a317">is_generated</a> = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160; {</div>
<div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160; absl::ReaderMutexLock lock(&amp;domain_mutex_);</div>
<div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160; *neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.mutable_variables() =</div>
<div class="line"><a name="l00233"></a><span class="lineno"> 233</span>&#160; model_proto_with_only_variables_.variables();</div>
<div class="line"><a name="l00234"></a><span class="lineno"> 234</span>&#160; }</div>
<div class="line"><a name="l00235"></a><span class="lineno"> 235</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00236"></a><span class="lineno"> 236</span>&#160;}</div>
<div class="line"><a name="l00237"></a><span class="lineno"> 237</span>&#160; </div>
<div class="line"><a name="l00238"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8b0ea5233e98dcd85233c074a034fd05"> 238</a></span>&#160;std::vector&lt;int&gt; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8b0ea5233e98dcd85233c074a034fd05">NeighborhoodGeneratorHelper::GetActiveIntervals</a>(</div>
<div class="line"><a name="l00239"></a><span class="lineno"> 239</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160; std::vector&lt;int&gt; active_intervals;</div>
<div class="line"><a name="l00241"></a><span class="lineno"> 241</span>&#160; absl::ReaderMutexLock lock(&amp;domain_mutex_);</div>
<div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> i : <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a6aef4ca16709a75231ee1691c306c641">TypeToConstraints</a>(ConstraintProto::kInterval)) {</div>
<div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160; <span class="keyword">const</span> ConstraintProto&amp; interval_ct = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints(i);</div>
<div class="line"><a name="l00244"></a><span class="lineno"> 244</span>&#160; <span class="comment">// We only look at intervals that are performed in the solution. The</span></div>
<div class="line"><a name="l00245"></a><span class="lineno"> 245</span>&#160; <span class="comment">// unperformed intervals should be automatically freed during the generation</span></div>
<div class="line"><a name="l00246"></a><span class="lineno"> 246</span>&#160; <span class="comment">// phase.</span></div>
<div class="line"><a name="l00247"></a><span class="lineno"> 247</span>&#160; <span class="keywordflow">if</span> (interval_ct.enforcement_literal().size() == 1) {</div>
<div class="line"><a name="l00248"></a><span class="lineno"> 248</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> enforcement_ref = interval_ct.enforcement_literal(0);</div>
<div class="line"><a name="l00249"></a><span class="lineno"> 249</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> enforcement_var = <a class="code" href="namespaceoperations__research_1_1sat.html#acdbc8ad33149d45a6e6fcd8b72fd68ed">PositiveRef</a>(enforcement_ref);</div>
<div class="line"><a name="l00250"></a><span class="lineno"> 250</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a> = initial_solution.solution(enforcement_var);</div>
<div class="line"><a name="l00251"></a><span class="lineno"> 251</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="namespaceoperations__research_1_1sat.html#a217338425de4389014563f1f24331713">RefIsPositive</a>(enforcement_ref) == (<a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a> == 0)) {</div>
<div class="line"><a name="l00252"></a><span class="lineno"> 252</span>&#160; <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00253"></a><span class="lineno"> 253</span>&#160; }</div>
<div class="line"><a name="l00254"></a><span class="lineno"> 254</span>&#160; }</div>
<div class="line"><a name="l00255"></a><span class="lineno"> 255</span>&#160; </div>
<div class="line"><a name="l00256"></a><span class="lineno"> 256</span>&#160; <span class="comment">// We filter out fixed intervals. Because of presolve, if there is an</span></div>
<div class="line"><a name="l00257"></a><span class="lineno"> 257</span>&#160; <span class="comment">// enforcement literal, it cannot be fixed.</span></div>
<div class="line"><a name="l00258"></a><span class="lineno"> 258</span>&#160; <span class="keywordflow">if</span> (interval_ct.enforcement_literal().empty() &amp;&amp;</div>
<div class="line"><a name="l00259"></a><span class="lineno"> 259</span>&#160; IsConstant(<a class="code" href="namespaceoperations__research_1_1sat.html#acdbc8ad33149d45a6e6fcd8b72fd68ed">PositiveRef</a>(interval_ct.interval().start())) &amp;&amp;</div>
<div class="line"><a name="l00260"></a><span class="lineno"> 260</span>&#160; IsConstant(<a class="code" href="namespaceoperations__research_1_1sat.html#acdbc8ad33149d45a6e6fcd8b72fd68ed">PositiveRef</a>(interval_ct.interval().size())) &amp;&amp;</div>
<div class="line"><a name="l00261"></a><span class="lineno"> 261</span>&#160; IsConstant(<a class="code" href="namespaceoperations__research_1_1sat.html#acdbc8ad33149d45a6e6fcd8b72fd68ed">PositiveRef</a>(interval_ct.interval().end()))) {</div>
<div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160; <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00263"></a><span class="lineno"> 263</span>&#160; }</div>
<div class="line"><a name="l00264"></a><span class="lineno"> 264</span>&#160; </div>
<div class="line"><a name="l00265"></a><span class="lineno"> 265</span>&#160; active_intervals.push_back(i);</div>
<div class="line"><a name="l00266"></a><span class="lineno"> 266</span>&#160; }</div>
<div class="line"><a name="l00267"></a><span class="lineno"> 267</span>&#160; <span class="keywordflow">return</span> active_intervals;</div>
<div class="line"><a name="l00268"></a><span class="lineno"> 268</span>&#160;}</div>
<div class="line"><a name="l00269"></a><span class="lineno"> 269</span>&#160; </div>
<div class="line"><a name="l00270"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a586408c556a6e1732ac80d8df9cdee5b"> 270</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a586408c556a6e1732ac80d8df9cdee5b">NeighborhoodGeneratorHelper::FixGivenVariables</a>(</div>
<div class="line"><a name="l00271"></a><span class="lineno"> 271</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution,</div>
<div class="line"><a name="l00272"></a><span class="lineno"> 272</span>&#160; <span class="keyword">const</span> std::vector&lt;int&gt;&amp; variables_to_fix)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00273"></a><span class="lineno"> 273</span>&#160; <a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> neighborhood;</div>
<div class="line"><a name="l00274"></a><span class="lineno"> 274</span>&#160; </div>
<div class="line"><a name="l00275"></a><span class="lineno"> 275</span>&#160; <span class="keyword">const</span> absl::flat_hash_set&lt;int&gt; fixed_variables_set(variables_to_fix.begin(),</div>
<div class="line"><a name="l00276"></a><span class="lineno"> 276</span>&#160; variables_to_fix.end());</div>
<div class="line"><a name="l00277"></a><span class="lineno"> 277</span>&#160; </div>
<div class="line"><a name="l00278"></a><span class="lineno"> 278</span>&#160; <span class="keywordtype">bool</span> copy_is_successful = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160; {</div>
<div class="line"><a name="l00280"></a><span class="lineno"> 280</span>&#160; absl::ReaderMutexLock domain_lock(&amp;domain_mutex_);</div>
<div class="line"><a name="l00281"></a><span class="lineno"> 281</span>&#160; copy_is_successful = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a722dba5a22f807fafa782b85eda60ba7">CopyAndFixVariables</a>(</div>
<div class="line"><a name="l00282"></a><span class="lineno"> 282</span>&#160; model_proto_with_only_variables_, fixed_variables_set, initial_solution,</div>
<div class="line"><a name="l00283"></a><span class="lineno"> 283</span>&#160; &amp;neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>);</div>
<div class="line"><a name="l00284"></a><span class="lineno"> 284</span>&#160; }</div>
<div class="line"><a name="l00285"></a><span class="lineno"> 285</span>&#160; </div>
<div class="line"><a name="l00286"></a><span class="lineno"> 286</span>&#160; <span class="keywordflow">if</span> (!copy_is_successful) {</div>
<div class="line"><a name="l00287"></a><span class="lineno"> 287</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a8e672808c179f95cf4c626aef798bbc7">is_reduced</a> = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a04d448b3000c058b67ad17541473a317">is_generated</a> = <span class="keyword">false</span>;</div>
<div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00290"></a><span class="lineno"> 290</span>&#160; }</div>
<div class="line"><a name="l00291"></a><span class="lineno"> 291</span>&#160; </div>
<div class="line"><a name="l00292"></a><span class="lineno"> 292</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac18c0fe53e351d0a5d105b8bc7d53c08">AddSolutionHinting</a>(initial_solution, &amp;neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>);</div>
<div class="line"><a name="l00293"></a><span class="lineno"> 293</span>&#160; </div>
<div class="line"><a name="l00294"></a><span class="lineno"> 294</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a04d448b3000c058b67ad17541473a317">is_generated</a> = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00295"></a><span class="lineno"> 295</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a8e672808c179f95cf4c626aef798bbc7">is_reduced</a> = !variables_to_fix.empty();</div>
<div class="line"><a name="l00296"></a><span class="lineno"> 296</span>&#160; <span class="comment">// TODO(user): force better objective? Note that this is already done when the</span></div>
<div class="line"><a name="l00297"></a><span class="lineno"> 297</span>&#160; <span class="comment">// hint above is successfully loaded (i.e. if it passes the presolve</span></div>
<div class="line"><a name="l00298"></a><span class="lineno"> 298</span>&#160; <span class="comment">// correctly) since the solver will try to find better solution than the</span></div>
<div class="line"><a name="l00299"></a><span class="lineno"> 299</span>&#160; <span class="comment">// current one.</span></div>
<div class="line"><a name="l00300"></a><span class="lineno"> 300</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00301"></a><span class="lineno"> 301</span>&#160;}</div>
<div class="line"><a name="l00302"></a><span class="lineno"> 302</span>&#160; </div>
<div class="line"><a name="l00303"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac18c0fe53e351d0a5d105b8bc7d53c08"> 303</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac18c0fe53e351d0a5d105b8bc7d53c08">NeighborhoodGeneratorHelper::AddSolutionHinting</a>(</div>
<div class="line"><a name="l00304"></a><span class="lineno"> 304</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, CpModelProto* <a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00305"></a><span class="lineno"> 305</span>&#160; <span class="comment">// Set the current solution as a hint.</span></div>
<div class="line"><a name="l00306"></a><span class="lineno"> 306</span>&#160; <a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>-&gt;clear_solution_hint();</div>
<div class="line"><a name="l00307"></a><span class="lineno"> 307</span>&#160; <span class="keyword">const</span> <span class="keyword">auto</span> is_fixed = [<a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>](<span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>) {</div>
<div class="line"><a name="l00308"></a><span class="lineno"> 308</span>&#160; <span class="keyword">const</span> IntegerVariableProto&amp; var_proto = <a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>-&gt;variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00309"></a><span class="lineno"> 309</span>&#160; <span class="keywordflow">return</span> var_proto.domain_size() == 2 &amp;&amp;</div>
<div class="line"><a name="l00310"></a><span class="lineno"> 310</span>&#160; var_proto.domain(0) == var_proto.domain(1);</div>
<div class="line"><a name="l00311"></a><span class="lineno"> 311</span>&#160; };</div>
<div class="line"><a name="l00312"></a><span class="lineno"> 312</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> = 0; <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> &lt; <a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>-&gt;variables_size(); ++<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>) {</div>
<div class="line"><a name="l00313"></a><span class="lineno"> 313</span>&#160; <span class="keywordflow">if</span> (is_fixed(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00314"></a><span class="lineno"> 314</span>&#160; </div>
<div class="line"><a name="l00315"></a><span class="lineno"> 315</span>&#160; <a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>-&gt;mutable_solution_hint()-&gt;add_vars(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00316"></a><span class="lineno"> 316</span>&#160; <a class="code" href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a>-&gt;mutable_solution_hint()-&gt;add_values(</div>
<div class="line"><a name="l00317"></a><span class="lineno"> 317</span>&#160; initial_solution.solution(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>));</div>
<div class="line"><a name="l00318"></a><span class="lineno"> 318</span>&#160; }</div>
<div class="line"><a name="l00319"></a><span class="lineno"> 319</span>&#160;}</div>
<div class="line"><a name="l00320"></a><span class="lineno"> 320</span>&#160; </div>
<div class="line"><a name="l00321"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac0763b7b9e44b9b30e78b9dd4da8e98a"> 321</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac0763b7b9e44b9b30e78b9dd4da8e98a">NeighborhoodGeneratorHelper::RemoveMarkedConstraints</a>(</div>
<div class="line"><a name="l00322"></a><span class="lineno"> 322</span>&#160; <span class="keyword">const</span> std::vector&lt;int&gt;&amp; constraints_to_remove)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00323"></a><span class="lineno"> 323</span>&#160; <a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> neighborhood = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">FullNeighborhood</a>();</div>
<div class="line"><a name="l00324"></a><span class="lineno"> 324</span>&#160; </div>
<div class="line"><a name="l00325"></a><span class="lineno"> 325</span>&#160; <span class="keywordflow">if</span> (constraints_to_remove.empty()) <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00326"></a><span class="lineno"> 326</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a8e672808c179f95cf4c626aef798bbc7">is_reduced</a> = <span class="keyword">false</span>;</div>
<div class="line"><a name="l00327"></a><span class="lineno"> 327</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a44b6866eda48febe9f81e0a941caf8ce">constraints_to_ignore</a> = constraints_to_remove;</div>
<div class="line"><a name="l00328"></a><span class="lineno"> 328</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00329"></a><span class="lineno"> 329</span>&#160;}</div>
<div class="line"><a name="l00330"></a><span class="lineno"> 330</span>&#160; </div>
<div class="line"><a name="l00331"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8735c6fd1459361aa6696a77f8042bf1"> 331</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8735c6fd1459361aa6696a77f8042bf1">NeighborhoodGeneratorHelper::RelaxGivenVariables</a>(</div>
<div class="line"><a name="l00332"></a><span class="lineno"> 332</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution,</div>
<div class="line"><a name="l00333"></a><span class="lineno"> 333</span>&#160; <span class="keyword">const</span> std::vector&lt;int&gt;&amp; relaxed_variables)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00334"></a><span class="lineno"> 334</span>&#160; std::vector&lt;bool&gt; relaxed_variables_set(model_proto_.variables_size(), <span class="keyword">false</span>);</div>
<div class="line"><a name="l00335"></a><span class="lineno"> 335</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> : relaxed_variables) relaxed_variables_set[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00336"></a><span class="lineno"> 336</span>&#160; std::vector&lt;int&gt; fixed_variables;</div>
<div class="line"><a name="l00337"></a><span class="lineno"> 337</span>&#160; {</div>
<div class="line"><a name="l00338"></a><span class="lineno"> 338</span>&#160; absl::ReaderMutexLock graph_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a67e2097ff88593dbd0ddc8f393ed9019">graph_mutex_</a>);</div>
<div class="line"><a name="l00339"></a><span class="lineno"> 339</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> i : active_variables_) {</div>
<div class="line"><a name="l00340"></a><span class="lineno"> 340</span>&#160; <span class="keywordflow">if</span> (!relaxed_variables_set[i]) {</div>
<div class="line"><a name="l00341"></a><span class="lineno"> 341</span>&#160; fixed_variables.push_back(i);</div>
<div class="line"><a name="l00342"></a><span class="lineno"> 342</span>&#160; }</div>
<div class="line"><a name="l00343"></a><span class="lineno"> 343</span>&#160; }</div>
<div class="line"><a name="l00344"></a><span class="lineno"> 344</span>&#160; }</div>
<div class="line"><a name="l00345"></a><span class="lineno"> 345</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a586408c556a6e1732ac80d8df9cdee5b">FixGivenVariables</a>(initial_solution, fixed_variables);</div>
<div class="line"><a name="l00346"></a><span class="lineno"> 346</span>&#160;}</div>
<div class="line"><a name="l00347"></a><span class="lineno"> 347</span>&#160; </div>
<div class="line"><a name="l00348"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a307d968091a3bddbbce257cca9b79fbb"> 348</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a307d968091a3bddbbce257cca9b79fbb">NeighborhoodGeneratorHelper::FixAllVariables</a>(</div>
<div class="line"><a name="l00349"></a><span class="lineno"> 349</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00350"></a><span class="lineno"> 350</span>&#160; <span class="keyword">const</span> std::vector&lt;int&gt; fixed_variables = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a1e4ba9b4d3bb23e61c0733c71925649a">ActiveVariables</a>();</div>
<div class="line"><a name="l00351"></a><span class="lineno"> 351</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a586408c556a6e1732ac80d8df9cdee5b">FixGivenVariables</a>(initial_solution, fixed_variables);</div>
<div class="line"><a name="l00352"></a><span class="lineno"> 352</span>&#160;}</div>
<div class="line"><a name="l00353"></a><span class="lineno"> 353</span>&#160; </div>
<div class="line"><a name="l00354"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a34c45a33de4f8a713e99bbf97d8d08d6"> 354</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a34c45a33de4f8a713e99bbf97d8d08d6">NeighborhoodGenerator::ReadyToGenerate</a>()<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00355"></a><span class="lineno"> 355</span>&#160; <span class="keywordflow">return</span> (<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a0e31a4150ae965379d0f05d51a0c1673">shared_response</a>().<a class="code" href="classoperations__research_1_1sat_1_1_shared_response_manager.html#a45cf335a09cbaae1337a45d7978d8892">SolutionsRepository</a>().<a class="code" href="classoperations__research_1_1sat_1_1_shared_solution_repository.html#a6d2b6f7951b60c786fdbefcbe7c3571f">NumSolutions</a>() &gt; 0);</div>
<div class="line"><a name="l00356"></a><span class="lineno"> 356</span>&#160;}</div>
<div class="line"><a name="l00357"></a><span class="lineno"> 357</span>&#160; </div>
<div class="line"><a name="l00358"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a46765aa4aca21ce795a7291b85ca7719"> 358</a></span>&#160;<span class="keywordtype">double</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a46765aa4aca21ce795a7291b85ca7719">NeighborhoodGenerator::GetUCBScore</a>(int64_t total_num_calls)<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00359"></a><span class="lineno"> 359</span>&#160; absl::ReaderMutexLock mutex_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a1485e729f641f9670e3f827e5f60d56c">generator_mutex_</a>);</div>
<div class="line"><a name="l00360"></a><span class="lineno"> 360</span>&#160; <a class="code" href="base_2logging_8h.html#aae2dc65d9ea248d54bf39daa986dd295">DCHECK_GE</a>(total_num_calls, num_calls_);</div>
<div class="line"><a name="l00361"></a><span class="lineno"> 361</span>&#160; <span class="keywordflow">if</span> (num_calls_ &lt;= 10) <span class="keywordflow">return</span> std::numeric_limits&lt;double&gt;::infinity();</div>
<div class="line"><a name="l00362"></a><span class="lineno"> 362</span>&#160; <span class="keywordflow">return</span> current_average_ + sqrt((2 * log(total_num_calls)) / num_calls_);</div>
<div class="line"><a name="l00363"></a><span class="lineno"> 363</span>&#160;}</div>
<div class="line"><a name="l00364"></a><span class="lineno"> 364</span>&#160; </div>
<div class="line"><a name="l00365"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a9ca5b99b3550503ca7bad8418e133156"> 365</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a9ca5b99b3550503ca7bad8418e133156">NeighborhoodGenerator::Synchronize</a>() {</div>
<div class="line"><a name="l00366"></a><span class="lineno"> 366</span>&#160; absl::MutexLock mutex_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a1485e729f641f9670e3f827e5f60d56c">generator_mutex_</a>);</div>
<div class="line"><a name="l00367"></a><span class="lineno"> 367</span>&#160; </div>
<div class="line"><a name="l00368"></a><span class="lineno"> 368</span>&#160; <span class="comment">// To make the whole update process deterministic, we currently sort the</span></div>
<div class="line"><a name="l00369"></a><span class="lineno"> 369</span>&#160; <span class="comment">// SolveData.</span></div>
<div class="line"><a name="l00370"></a><span class="lineno"> 370</span>&#160; std::sort(solve_data_.begin(), solve_data_.end());</div>
<div class="line"><a name="l00371"></a><span class="lineno"> 371</span>&#160; </div>
<div class="line"><a name="l00372"></a><span class="lineno"> 372</span>&#160; <span class="comment">// This will be used to update the difficulty of this neighborhood.</span></div>
<div class="line"><a name="l00373"></a><span class="lineno"> 373</span>&#160; <span class="keywordtype">int</span> num_fully_solved_in_batch = 0;</div>
<div class="line"><a name="l00374"></a><span class="lineno"> 374</span>&#160; <span class="keywordtype">int</span> num_not_fully_solved_in_batch = 0;</div>
<div class="line"><a name="l00375"></a><span class="lineno"> 375</span>&#160; </div>
<div class="line"><a name="l00376"></a><span class="lineno"> 376</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <a class="code" href="structoperations__research_1_1sat_1_1_neighborhood_generator_1_1_solve_data.html">SolveData</a>&amp; data : solve_data_) {</div>
<div class="line"><a name="l00377"></a><span class="lineno"> 377</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#ac497558c5257914ba8ffdc4e95e59c21">AdditionalProcessingOnSynchronize</a>(data);</div>
<div class="line"><a name="l00378"></a><span class="lineno"> 378</span>&#160; ++num_calls_;</div>
<div class="line"><a name="l00379"></a><span class="lineno"> 379</span>&#160; </div>
<div class="line"><a name="l00380"></a><span class="lineno"> 380</span>&#160; <span class="comment">// INFEASIBLE or OPTIMAL means that we &quot;fully solved&quot; the local problem.</span></div>
<div class="line"><a name="l00381"></a><span class="lineno"> 381</span>&#160; <span class="comment">// If we didn&#39;t, then we cannot be sure that there is no improving solution</span></div>
<div class="line"><a name="l00382"></a><span class="lineno"> 382</span>&#160; <span class="comment">// in that neighborhood.</span></div>
<div class="line"><a name="l00383"></a><span class="lineno"> 383</span>&#160; <span class="keywordflow">if</span> (data.status == <a class="code" href="namespaceoperations__research_1_1data_1_1vbp.html#a4604191fbd84a43686f44c25d7bd0161a2884fa43446c0cbc9c7a9b74d41d7483">CpSolverStatus::INFEASIBLE</a> ||</div>
<div class="line"><a name="l00384"></a><span class="lineno"> 384</span>&#160; data.status == <a class="code" href="namespaceoperations__research_1_1data_1_1vbp.html#a4604191fbd84a43686f44c25d7bd0161a2579881e7c83261bc21bafb5a5c92cad">CpSolverStatus::OPTIMAL</a>) {</div>
<div class="line"><a name="l00385"></a><span class="lineno"> 385</span>&#160; ++num_fully_solved_calls_;</div>
<div class="line"><a name="l00386"></a><span class="lineno"> 386</span>&#160; ++num_fully_solved_in_batch;</div>
<div class="line"><a name="l00387"></a><span class="lineno"> 387</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00388"></a><span class="lineno"> 388</span>&#160; ++num_not_fully_solved_in_batch;</div>
<div class="line"><a name="l00389"></a><span class="lineno"> 389</span>&#160; }</div>
<div class="line"><a name="l00390"></a><span class="lineno"> 390</span>&#160; </div>
<div class="line"><a name="l00391"></a><span class="lineno"> 391</span>&#160; <span class="comment">// It seems to make more sense to compare the new objective to the base</span></div>
<div class="line"><a name="l00392"></a><span class="lineno"> 392</span>&#160; <span class="comment">// solution objective, not the best one. However this causes issue in the</span></div>
<div class="line"><a name="l00393"></a><span class="lineno"> 393</span>&#160; <span class="comment">// logic below because on some problems the neighborhood can always lead</span></div>
<div class="line"><a name="l00394"></a><span class="lineno"> 394</span>&#160; <span class="comment">// to a better &quot;new objective&quot; if the base solution wasn&#39;t the best one.</span></div>
<div class="line"><a name="l00395"></a><span class="lineno"> 395</span>&#160; <span class="comment">//</span></div>
<div class="line"><a name="l00396"></a><span class="lineno"> 396</span>&#160; <span class="comment">// This might not be a final solution, but it does work ok for now.</span></div>
<div class="line"><a name="l00397"></a><span class="lineno"> 397</span>&#160; <span class="keyword">const</span> IntegerValue best_objective_improvement =</div>
<div class="line"><a name="l00398"></a><span class="lineno"> 398</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a0c8b86bd60b4fc70cb653a12d50c2ce8">IsRelaxationGenerator</a>()</div>
<div class="line"><a name="l00399"></a><span class="lineno"> 399</span>&#160; ? IntegerValue(<a class="code" href="namespaceoperations__research.html#a4a43d435871f16c321861fa5de32df82">CapSub</a>(data.new_objective_bound.value(),</div>
<div class="line"><a name="l00400"></a><span class="lineno"> 400</span>&#160; data.initial_best_objective_bound.value()))</div>
<div class="line"><a name="l00401"></a><span class="lineno"> 401</span>&#160; : IntegerValue(<a class="code" href="namespaceoperations__research.html#a4a43d435871f16c321861fa5de32df82">CapSub</a>(data.initial_best_objective.value(),</div>
<div class="line"><a name="l00402"></a><span class="lineno"> 402</span>&#160; data.new_objective.value()));</div>
<div class="line"><a name="l00403"></a><span class="lineno"> 403</span>&#160; <span class="keywordflow">if</span> (best_objective_improvement &gt; 0) {</div>
<div class="line"><a name="l00404"></a><span class="lineno"> 404</span>&#160; num_consecutive_non_improving_calls_ = 0;</div>
<div class="line"><a name="l00405"></a><span class="lineno"> 405</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00406"></a><span class="lineno"> 406</span>&#160; ++num_consecutive_non_improving_calls_;</div>
<div class="line"><a name="l00407"></a><span class="lineno"> 407</span>&#160; }</div>
<div class="line"><a name="l00408"></a><span class="lineno"> 408</span>&#160; </div>
<div class="line"><a name="l00409"></a><span class="lineno"> 409</span>&#160; <span class="comment">// TODO(user): Weight more recent data.</span></div>
<div class="line"><a name="l00410"></a><span class="lineno"> 410</span>&#160; <span class="comment">// degrade the current average to forget old learnings.</span></div>
<div class="line"><a name="l00411"></a><span class="lineno"> 411</span>&#160; <span class="keyword">const</span> <span class="keywordtype">double</span> gain_per_time_unit =</div>
<div class="line"><a name="l00412"></a><span class="lineno"> 412</span>&#160; <a class="code" href="alldiff__cst_8cc.html#a26e6db9bcc64b584051ecc28171ed11f">std::max</a>(0.0, <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(best_objective_improvement.value())) /</div>
<div class="line"><a name="l00413"></a><span class="lineno"> 413</span>&#160; (1.0 + data.deterministic_time);</div>
<div class="line"><a name="l00414"></a><span class="lineno"> 414</span>&#160; <span class="keywordflow">if</span> (num_calls_ &lt;= 100) {</div>
<div class="line"><a name="l00415"></a><span class="lineno"> 415</span>&#160; current_average_ += (gain_per_time_unit - current_average_) / num_calls_;</div>
<div class="line"><a name="l00416"></a><span class="lineno"> 416</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00417"></a><span class="lineno"> 417</span>&#160; current_average_ = 0.9 * current_average_ + 0.1 * gain_per_time_unit;</div>
<div class="line"><a name="l00418"></a><span class="lineno"> 418</span>&#160; }</div>
<div class="line"><a name="l00419"></a><span class="lineno"> 419</span>&#160; </div>
<div class="line"><a name="l00420"></a><span class="lineno"> 420</span>&#160; deterministic_time_ += data.deterministic_time;</div>
<div class="line"><a name="l00421"></a><span class="lineno"> 421</span>&#160; }</div>
<div class="line"><a name="l00422"></a><span class="lineno"> 422</span>&#160; </div>
<div class="line"><a name="l00423"></a><span class="lineno"> 423</span>&#160; <span class="comment">// Update the difficulty.</span></div>
<div class="line"><a name="l00424"></a><span class="lineno"> 424</span>&#160; difficulty_.<a class="code" href="classoperations__research_1_1_adaptive_parameter_value.html#af9bf551154d37f48132472bd0f6dd848">Update</a>(<span class="comment">/*num_decreases=*/</span>num_not_fully_solved_in_batch,</div>
<div class="line"><a name="l00425"></a><span class="lineno"> 425</span>&#160; <span class="comment">/*num_increases=*/</span>num_fully_solved_in_batch);</div>
<div class="line"><a name="l00426"></a><span class="lineno"> 426</span>&#160; </div>
<div class="line"><a name="l00427"></a><span class="lineno"> 427</span>&#160; <span class="comment">// Bump the time limit if we saw no better solution in the last few calls.</span></div>
<div class="line"><a name="l00428"></a><span class="lineno"> 428</span>&#160; <span class="comment">// This means that as the search progress, we likely spend more and more time</span></div>
<div class="line"><a name="l00429"></a><span class="lineno"> 429</span>&#160; <span class="comment">// trying to solve individual neighborhood.</span></div>
<div class="line"><a name="l00430"></a><span class="lineno"> 430</span>&#160; <span class="comment">//</span></div>
<div class="line"><a name="l00431"></a><span class="lineno"> 431</span>&#160; <span class="comment">// TODO(user): experiment with resetting the time limit if a solution is</span></div>
<div class="line"><a name="l00432"></a><span class="lineno"> 432</span>&#160; <span class="comment">// found.</span></div>
<div class="line"><a name="l00433"></a><span class="lineno"> 433</span>&#160; <span class="keywordflow">if</span> (num_consecutive_non_improving_calls_ &gt; 50) {</div>
<div class="line"><a name="l00434"></a><span class="lineno"> 434</span>&#160; num_consecutive_non_improving_calls_ = 0;</div>
<div class="line"><a name="l00435"></a><span class="lineno"> 435</span>&#160; deterministic_limit_ *= 1.02;</div>
<div class="line"><a name="l00436"></a><span class="lineno"> 436</span>&#160; </div>
<div class="line"><a name="l00437"></a><span class="lineno"> 437</span>&#160; <span class="comment">// We do not want the limit to go to high. Intuitively, the goal is to try</span></div>
<div class="line"><a name="l00438"></a><span class="lineno"> 438</span>&#160; <span class="comment">// out a lot of neighborhoods, not just spend a lot of time on a few.</span></div>
<div class="line"><a name="l00439"></a><span class="lineno"> 439</span>&#160; deterministic_limit_ = <a class="code" href="alldiff__cst_8cc.html#ad10edae0a852d72fb76afb1c77735045">std::min</a>(60.0, deterministic_limit_);</div>
<div class="line"><a name="l00440"></a><span class="lineno"> 440</span>&#160; }</div>
<div class="line"><a name="l00441"></a><span class="lineno"> 441</span>&#160; </div>
<div class="line"><a name="l00442"></a><span class="lineno"> 442</span>&#160; solve_data_.clear();</div>
<div class="line"><a name="l00443"></a><span class="lineno"> 443</span>&#160;}</div>
<div class="line"><a name="l00444"></a><span class="lineno"> 444</span>&#160; </div>
<div class="line"><a name="l00445"></a><span class="lineno"> 445</span>&#160;<span class="keyword">namespace </span>{</div>
<div class="line"><a name="l00446"></a><span class="lineno"> 446</span>&#160; </div>
<div class="line"><a name="l00447"></a><span class="lineno"> 447</span>&#160;<span class="keywordtype">void</span> GetRandomSubset(<span class="keywordtype">double</span> relative_size, std::vector&lt;int&gt;* base,</div>
<div class="line"><a name="l00448"></a><span class="lineno"> 448</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00449"></a><span class="lineno"> 449</span>&#160; <span class="keywordflow">if</span> (base-&gt;empty()) <span class="keywordflow">return</span>;</div>
<div class="line"><a name="l00450"></a><span class="lineno"> 450</span>&#160; </div>
<div class="line"><a name="l00451"></a><span class="lineno"> 451</span>&#160; <span class="comment">// TODO(user): we could generate this more efficiently than using random</span></div>
<div class="line"><a name="l00452"></a><span class="lineno"> 452</span>&#160; <span class="comment">// shuffle.</span></div>
<div class="line"><a name="l00453"></a><span class="lineno"> 453</span>&#160; std::shuffle(base-&gt;begin(), base-&gt;end(), random);</div>
<div class="line"><a name="l00454"></a><span class="lineno"> 454</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> target_size = std::round(relative_size * base-&gt;size());</div>
<div class="line"><a name="l00455"></a><span class="lineno"> 455</span>&#160; base-&gt;resize(target_size);</div>
<div class="line"><a name="l00456"></a><span class="lineno"> 456</span>&#160;}</div>
<div class="line"><a name="l00457"></a><span class="lineno"> 457</span>&#160; </div>
<div class="line"><a name="l00458"></a><span class="lineno"> 458</span>&#160;} <span class="comment">// namespace</span></div>
<div class="line"><a name="l00459"></a><span class="lineno"> 459</span>&#160; </div>
<div class="line"><a name="l00460"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_simple_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 460</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_simple_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">SimpleNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l00461"></a><span class="lineno"> 461</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l00462"></a><span class="lineno"> 462</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00463"></a><span class="lineno"> 463</span>&#160; std::vector&lt;int&gt; fixed_variables = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a1e4ba9b4d3bb23e61c0733c71925649a">ActiveVariables</a>();</div>
<div class="line"><a name="l00464"></a><span class="lineno"> 464</span>&#160; GetRandomSubset(1.0 - <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a>, &amp;fixed_variables, random);</div>
<div class="line"><a name="l00465"></a><span class="lineno"> 465</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a586408c556a6e1732ac80d8df9cdee5b">FixGivenVariables</a>(initial_solution, fixed_variables);</div>
<div class="line"><a name="l00466"></a><span class="lineno"> 466</span>&#160;}</div>
<div class="line"><a name="l00467"></a><span class="lineno"> 467</span>&#160; </div>
<div class="line"><a name="l00468"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_simple_constraint_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 468</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_simple_constraint_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">SimpleConstraintNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l00469"></a><span class="lineno"> 469</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l00470"></a><span class="lineno"> 470</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00471"></a><span class="lineno"> 471</span>&#160; std::vector&lt;int&gt; active_constraints;</div>
<div class="line"><a name="l00472"></a><span class="lineno"> 472</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> <a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a> = 0; <a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a> &lt; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints_size(); ++<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>) {</div>
<div class="line"><a name="l00473"></a><span class="lineno"> 473</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints(<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>).constraint_case() ==</div>
<div class="line"><a name="l00474"></a><span class="lineno"> 474</span>&#160; ConstraintProto::CONSTRAINT_NOT_SET) {</div>
<div class="line"><a name="l00475"></a><span class="lineno"> 475</span>&#160; <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00476"></a><span class="lineno"> 476</span>&#160; }</div>
<div class="line"><a name="l00477"></a><span class="lineno"> 477</span>&#160; active_constraints.push_back(<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>);</div>
<div class="line"><a name="l00478"></a><span class="lineno"> 478</span>&#160; }</div>
<div class="line"><a name="l00479"></a><span class="lineno"> 479</span>&#160; </div>
<div class="line"><a name="l00480"></a><span class="lineno"> 480</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_active_vars = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a4c701668fe51d4444b40e6eec5820c89">NumActiveVariables</a>();</div>
<div class="line"><a name="l00481"></a><span class="lineno"> 481</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_model_vars = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().variables_size();</div>
<div class="line"><a name="l00482"></a><span class="lineno"> 482</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> target_size = std::ceil(<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a> * num_active_vars);</div>
<div class="line"><a name="l00483"></a><span class="lineno"> 483</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_constraints = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints_size();</div>
<div class="line"><a name="l00484"></a><span class="lineno"> 484</span>&#160; <span class="keywordflow">if</span> (num_constraints == 0 || target_size == num_active_vars) {</div>
<div class="line"><a name="l00485"></a><span class="lineno"> 485</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">FullNeighborhood</a>();</div>
<div class="line"><a name="l00486"></a><span class="lineno"> 486</span>&#160; }</div>
<div class="line"><a name="l00487"></a><span class="lineno"> 487</span>&#160; <a class="code" href="base_2logging_8h.html#a7e03ec13560fa94a8fea569960d7efc6">CHECK_GT</a>(target_size, 0);</div>
<div class="line"><a name="l00488"></a><span class="lineno"> 488</span>&#160; </div>
<div class="line"><a name="l00489"></a><span class="lineno"> 489</span>&#160; std::shuffle(active_constraints.begin(), active_constraints.end(), random);</div>
<div class="line"><a name="l00490"></a><span class="lineno"> 490</span>&#160; </div>
<div class="line"><a name="l00491"></a><span class="lineno"> 491</span>&#160; std::vector&lt;bool&gt; visited_variables_set(num_model_vars, <span class="keyword">false</span>);</div>
<div class="line"><a name="l00492"></a><span class="lineno"> 492</span>&#160; std::vector&lt;int&gt; relaxed_variables;</div>
<div class="line"><a name="l00493"></a><span class="lineno"> 493</span>&#160; </div>
<div class="line"><a name="l00494"></a><span class="lineno"> 494</span>&#160; {</div>
<div class="line"><a name="l00495"></a><span class="lineno"> 495</span>&#160; absl::ReaderMutexLock graph_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a67e2097ff88593dbd0ddc8f393ed9019">graph_mutex_</a>);</div>
<div class="line"><a name="l00496"></a><span class="lineno"> 496</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> constraint_index : active_constraints) {</div>
<div class="line"><a name="l00497"></a><span class="lineno"> 497</span>&#160; <a class="code" href="base_2logging_8h.html#a4bd2e815ca2f702a4b6aa744b1ff3b82">CHECK_LT</a>(constraint_index, num_constraints);</div>
<div class="line"><a name="l00498"></a><span class="lineno"> 498</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> : <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#aa1b045e0bf63e7a0075deb32e4c7bd03">ConstraintToVar</a>()[constraint_index]) {</div>
<div class="line"><a name="l00499"></a><span class="lineno"> 499</span>&#160; <span class="keywordflow">if</span> (visited_variables_set[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>]) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00500"></a><span class="lineno"> 500</span>&#160; visited_variables_set[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00501"></a><span class="lineno"> 501</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#abefd04794ae1f2f60e1fbf1938b8f262">IsActive</a>(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)) {</div>
<div class="line"><a name="l00502"></a><span class="lineno"> 502</span>&#160; relaxed_variables.push_back(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00503"></a><span class="lineno"> 503</span>&#160; <span class="keywordflow">if</span> (relaxed_variables.size() == target_size) <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00504"></a><span class="lineno"> 504</span>&#160; }</div>
<div class="line"><a name="l00505"></a><span class="lineno"> 505</span>&#160; }</div>
<div class="line"><a name="l00506"></a><span class="lineno"> 506</span>&#160; <span class="keywordflow">if</span> (relaxed_variables.size() == target_size) <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00507"></a><span class="lineno"> 507</span>&#160; }</div>
<div class="line"><a name="l00508"></a><span class="lineno"> 508</span>&#160; }</div>
<div class="line"><a name="l00509"></a><span class="lineno"> 509</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8735c6fd1459361aa6696a77f8042bf1">RelaxGivenVariables</a>(initial_solution, relaxed_variables);</div>
<div class="line"><a name="l00510"></a><span class="lineno"> 510</span>&#160;}</div>
<div class="line"><a name="l00511"></a><span class="lineno"> 511</span>&#160; </div>
<div class="line"><a name="l00512"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_variable_graph_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 512</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_variable_graph_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">VariableGraphNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l00513"></a><span class="lineno"> 513</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l00514"></a><span class="lineno"> 514</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00515"></a><span class="lineno"> 515</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_active_vars = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a4c701668fe51d4444b40e6eec5820c89">NumActiveVariables</a>();</div>
<div class="line"><a name="l00516"></a><span class="lineno"> 516</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_model_vars = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().variables_size();</div>
<div class="line"><a name="l00517"></a><span class="lineno"> 517</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> target_size = std::ceil(<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a> * num_active_vars);</div>
<div class="line"><a name="l00518"></a><span class="lineno"> 518</span>&#160; <span class="keywordflow">if</span> (target_size == num_active_vars) {</div>
<div class="line"><a name="l00519"></a><span class="lineno"> 519</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">FullNeighborhood</a>();</div>
<div class="line"><a name="l00520"></a><span class="lineno"> 520</span>&#160; }</div>
<div class="line"><a name="l00521"></a><span class="lineno"> 521</span>&#160; <a class="code" href="base_2logging_8h.html#a7e03ec13560fa94a8fea569960d7efc6">CHECK_GT</a>(target_size, 0) &lt;&lt; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a> &lt;&lt; <span class="stringliteral">&quot; &quot;</span> &lt;&lt; num_active_vars;</div>
<div class="line"><a name="l00522"></a><span class="lineno"> 522</span>&#160; </div>
<div class="line"><a name="l00523"></a><span class="lineno"> 523</span>&#160; std::vector&lt;bool&gt; visited_variables_set(num_model_vars, <span class="keyword">false</span>);</div>
<div class="line"><a name="l00524"></a><span class="lineno"> 524</span>&#160; std::vector&lt;int&gt; relaxed_variables;</div>
<div class="line"><a name="l00525"></a><span class="lineno"> 525</span>&#160; std::vector&lt;int&gt; visited_variables;</div>
<div class="line"><a name="l00526"></a><span class="lineno"> 526</span>&#160; </div>
<div class="line"><a name="l00527"></a><span class="lineno"> 527</span>&#160; <span class="comment">// It is important complexity wise to never scan a constraint twice!</span></div>
<div class="line"><a name="l00528"></a><span class="lineno"> 528</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_model_constraints = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints_size();</div>
<div class="line"><a name="l00529"></a><span class="lineno"> 529</span>&#160; std::vector&lt;bool&gt; scanned_constraints(num_model_constraints, <span class="keyword">false</span>);</div>
<div class="line"><a name="l00530"></a><span class="lineno"> 530</span>&#160; </div>
<div class="line"><a name="l00531"></a><span class="lineno"> 531</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> first_var =</div>
<div class="line"><a name="l00532"></a><span class="lineno"> 532</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a1e4ba9b4d3bb23e61c0733c71925649a">ActiveVariables</a>()[absl::Uniform&lt;int&gt;(random, 0, num_active_vars)];</div>
<div class="line"><a name="l00533"></a><span class="lineno"> 533</span>&#160; visited_variables_set[first_var] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00534"></a><span class="lineno"> 534</span>&#160; visited_variables.push_back(first_var);</div>
<div class="line"><a name="l00535"></a><span class="lineno"> 535</span>&#160; relaxed_variables.push_back(first_var);</div>
<div class="line"><a name="l00536"></a><span class="lineno"> 536</span>&#160; </div>
<div class="line"><a name="l00537"></a><span class="lineno"> 537</span>&#160; std::vector&lt;int&gt; random_variables;</div>
<div class="line"><a name="l00538"></a><span class="lineno"> 538</span>&#160; {</div>
<div class="line"><a name="l00539"></a><span class="lineno"> 539</span>&#160; absl::ReaderMutexLock graph_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a67e2097ff88593dbd0ddc8f393ed9019">graph_mutex_</a>);</div>
<div class="line"><a name="l00540"></a><span class="lineno"> 540</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; visited_variables.size(); ++i) {</div>
<div class="line"><a name="l00541"></a><span class="lineno"> 541</span>&#160; random_variables.clear();</div>
<div class="line"><a name="l00542"></a><span class="lineno"> 542</span>&#160; <span class="comment">// Collect all the variables that appears in the same constraints as</span></div>
<div class="line"><a name="l00543"></a><span class="lineno"> 543</span>&#160; <span class="comment">// visited_variables[i].</span></div>
<div class="line"><a name="l00544"></a><span class="lineno"> 544</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a> : <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a022e714f3c0cdff0f08e81d8e512684c">VarToConstraint</a>()[visited_variables[i]]) {</div>
<div class="line"><a name="l00545"></a><span class="lineno"> 545</span>&#160; <span class="keywordflow">if</span> (scanned_constraints[<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>]) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00546"></a><span class="lineno"> 546</span>&#160; scanned_constraints[<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00547"></a><span class="lineno"> 547</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> : <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#aa1b045e0bf63e7a0075deb32e4c7bd03">ConstraintToVar</a>()[<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>]) {</div>
<div class="line"><a name="l00548"></a><span class="lineno"> 548</span>&#160; <span class="keywordflow">if</span> (visited_variables_set[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>]) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00549"></a><span class="lineno"> 549</span>&#160; visited_variables_set[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00550"></a><span class="lineno"> 550</span>&#160; random_variables.push_back(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00551"></a><span class="lineno"> 551</span>&#160; }</div>
<div class="line"><a name="l00552"></a><span class="lineno"> 552</span>&#160; }</div>
<div class="line"><a name="l00553"></a><span class="lineno"> 553</span>&#160; <span class="comment">// We always randomize to change the partial subgraph explored</span></div>
<div class="line"><a name="l00554"></a><span class="lineno"> 554</span>&#160; <span class="comment">// afterwards.</span></div>
<div class="line"><a name="l00555"></a><span class="lineno"> 555</span>&#160; std::shuffle(random_variables.begin(), random_variables.end(), random);</div>
<div class="line"><a name="l00556"></a><span class="lineno"> 556</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> : random_variables) {</div>
<div class="line"><a name="l00557"></a><span class="lineno"> 557</span>&#160; <span class="keywordflow">if</span> (relaxed_variables.size() &lt; target_size) {</div>
<div class="line"><a name="l00558"></a><span class="lineno"> 558</span>&#160; visited_variables.push_back(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00559"></a><span class="lineno"> 559</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#abefd04794ae1f2f60e1fbf1938b8f262">IsActive</a>(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)) {</div>
<div class="line"><a name="l00560"></a><span class="lineno"> 560</span>&#160; relaxed_variables.push_back(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00561"></a><span class="lineno"> 561</span>&#160; }</div>
<div class="line"><a name="l00562"></a><span class="lineno"> 562</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00563"></a><span class="lineno"> 563</span>&#160; <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00564"></a><span class="lineno"> 564</span>&#160; }</div>
<div class="line"><a name="l00565"></a><span class="lineno"> 565</span>&#160; }</div>
<div class="line"><a name="l00566"></a><span class="lineno"> 566</span>&#160; <span class="keywordflow">if</span> (relaxed_variables.size() &gt;= target_size) <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00567"></a><span class="lineno"> 567</span>&#160; }</div>
<div class="line"><a name="l00568"></a><span class="lineno"> 568</span>&#160; }</div>
<div class="line"><a name="l00569"></a><span class="lineno"> 569</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8735c6fd1459361aa6696a77f8042bf1">RelaxGivenVariables</a>(initial_solution, relaxed_variables);</div>
<div class="line"><a name="l00570"></a><span class="lineno"> 570</span>&#160;}</div>
<div class="line"><a name="l00571"></a><span class="lineno"> 571</span>&#160; </div>
<div class="line"><a name="l00572"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_constraint_graph_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 572</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_constraint_graph_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">ConstraintGraphNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l00573"></a><span class="lineno"> 573</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l00574"></a><span class="lineno"> 574</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00575"></a><span class="lineno"> 575</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_active_vars = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a4c701668fe51d4444b40e6eec5820c89">NumActiveVariables</a>();</div>
<div class="line"><a name="l00576"></a><span class="lineno"> 576</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_model_vars = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().variables_size();</div>
<div class="line"><a name="l00577"></a><span class="lineno"> 577</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> target_size = std::ceil(<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a> * num_active_vars);</div>
<div class="line"><a name="l00578"></a><span class="lineno"> 578</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_constraints = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints_size();</div>
<div class="line"><a name="l00579"></a><span class="lineno"> 579</span>&#160; <span class="keywordflow">if</span> (num_constraints == 0 || target_size == num_active_vars) {</div>
<div class="line"><a name="l00580"></a><span class="lineno"> 580</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">FullNeighborhood</a>();</div>
<div class="line"><a name="l00581"></a><span class="lineno"> 581</span>&#160; }</div>
<div class="line"><a name="l00582"></a><span class="lineno"> 582</span>&#160; <a class="code" href="base_2logging_8h.html#a7e03ec13560fa94a8fea569960d7efc6">CHECK_GT</a>(target_size, 0);</div>
<div class="line"><a name="l00583"></a><span class="lineno"> 583</span>&#160; </div>
<div class="line"><a name="l00584"></a><span class="lineno"> 584</span>&#160; std::vector&lt;bool&gt; visited_variables_set(num_model_vars, <span class="keyword">false</span>);</div>
<div class="line"><a name="l00585"></a><span class="lineno"> 585</span>&#160; std::vector&lt;int&gt; relaxed_variables;</div>
<div class="line"><a name="l00586"></a><span class="lineno"> 586</span>&#160; std::vector&lt;bool&gt; added_constraints(num_constraints, <span class="keyword">false</span>);</div>
<div class="line"><a name="l00587"></a><span class="lineno"> 587</span>&#160; std::vector&lt;int&gt; next_constraints;</div>
<div class="line"><a name="l00588"></a><span class="lineno"> 588</span>&#160; </div>
<div class="line"><a name="l00589"></a><span class="lineno"> 589</span>&#160; <span class="comment">// Start by a random constraint.</span></div>
<div class="line"><a name="l00590"></a><span class="lineno"> 590</span>&#160; next_constraints.push_back(absl::Uniform&lt;int&gt;(random, 0, num_constraints));</div>
<div class="line"><a name="l00591"></a><span class="lineno"> 591</span>&#160; added_constraints[next_constraints.back()] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00592"></a><span class="lineno"> 592</span>&#160; </div>
<div class="line"><a name="l00593"></a><span class="lineno"> 593</span>&#160; std::vector&lt;int&gt; random_variables;</div>
<div class="line"><a name="l00594"></a><span class="lineno"> 594</span>&#160; {</div>
<div class="line"><a name="l00595"></a><span class="lineno"> 595</span>&#160; absl::ReaderMutexLock graph_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a67e2097ff88593dbd0ddc8f393ed9019">graph_mutex_</a>);</div>
<div class="line"><a name="l00596"></a><span class="lineno"> 596</span>&#160; <span class="keywordflow">while</span> (relaxed_variables.size() &lt; target_size) {</div>
<div class="line"><a name="l00597"></a><span class="lineno"> 597</span>&#160; <span class="comment">// Stop if we have a full connected component.</span></div>
<div class="line"><a name="l00598"></a><span class="lineno"> 598</span>&#160; <span class="keywordflow">if</span> (next_constraints.empty()) <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00599"></a><span class="lineno"> 599</span>&#160; </div>
<div class="line"><a name="l00600"></a><span class="lineno"> 600</span>&#160; <span class="comment">// Pick a random unprocessed constraint.</span></div>
<div class="line"><a name="l00601"></a><span class="lineno"> 601</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> i = absl::Uniform&lt;int&gt;(random, 0, next_constraints.size());</div>
<div class="line"><a name="l00602"></a><span class="lineno"> 602</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> constraint_index = next_constraints[i];</div>
<div class="line"><a name="l00603"></a><span class="lineno"> 603</span>&#160; <a class="code" href="namespaceoperations__research_1_1math__opt.html#a5de89a1f6e3f80a49a0d76136d8044e2">std::swap</a>(next_constraints[i], next_constraints.back());</div>
<div class="line"><a name="l00604"></a><span class="lineno"> 604</span>&#160; next_constraints.pop_back();</div>
<div class="line"><a name="l00605"></a><span class="lineno"> 605</span>&#160; </div>
<div class="line"><a name="l00606"></a><span class="lineno"> 606</span>&#160; <span class="comment">// Add all the variable of this constraint and increase the set of next</span></div>
<div class="line"><a name="l00607"></a><span class="lineno"> 607</span>&#160; <span class="comment">// possible constraints.</span></div>
<div class="line"><a name="l00608"></a><span class="lineno"> 608</span>&#160; <a class="code" href="base_2logging_8h.html#a4bd2e815ca2f702a4b6aa744b1ff3b82">CHECK_LT</a>(constraint_index, num_constraints);</div>
<div class="line"><a name="l00609"></a><span class="lineno"> 609</span>&#160; random_variables = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#aa1b045e0bf63e7a0075deb32e4c7bd03">ConstraintToVar</a>()[constraint_index];</div>
<div class="line"><a name="l00610"></a><span class="lineno"> 610</span>&#160; std::shuffle(random_variables.begin(), random_variables.end(), random);</div>
<div class="line"><a name="l00611"></a><span class="lineno"> 611</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> : random_variables) {</div>
<div class="line"><a name="l00612"></a><span class="lineno"> 612</span>&#160; <span class="keywordflow">if</span> (visited_variables_set[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>]) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00613"></a><span class="lineno"> 613</span>&#160; visited_variables_set[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00614"></a><span class="lineno"> 614</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#abefd04794ae1f2f60e1fbf1938b8f262">IsActive</a>(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)) {</div>
<div class="line"><a name="l00615"></a><span class="lineno"> 615</span>&#160; relaxed_variables.push_back(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>);</div>
<div class="line"><a name="l00616"></a><span class="lineno"> 616</span>&#160; }</div>
<div class="line"><a name="l00617"></a><span class="lineno"> 617</span>&#160; <span class="keywordflow">if</span> (relaxed_variables.size() == target_size) <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00618"></a><span class="lineno"> 618</span>&#160; </div>
<div class="line"><a name="l00619"></a><span class="lineno"> 619</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a> : <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a022e714f3c0cdff0f08e81d8e512684c">VarToConstraint</a>()[<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>]) {</div>
<div class="line"><a name="l00620"></a><span class="lineno"> 620</span>&#160; <span class="keywordflow">if</span> (added_constraints[<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>]) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00621"></a><span class="lineno"> 621</span>&#160; added_constraints[<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>] = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00622"></a><span class="lineno"> 622</span>&#160; next_constraints.push_back(<a class="code" href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a>);</div>
<div class="line"><a name="l00623"></a><span class="lineno"> 623</span>&#160; }</div>
<div class="line"><a name="l00624"></a><span class="lineno"> 624</span>&#160; }</div>
<div class="line"><a name="l00625"></a><span class="lineno"> 625</span>&#160; }</div>
<div class="line"><a name="l00626"></a><span class="lineno"> 626</span>&#160; }</div>
<div class="line"><a name="l00627"></a><span class="lineno"> 627</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8735c6fd1459361aa6696a77f8042bf1">RelaxGivenVariables</a>(initial_solution, relaxed_variables);</div>
<div class="line"><a name="l00628"></a><span class="lineno"> 628</span>&#160;}</div>
<div class="line"><a name="l00629"></a><span class="lineno"> 629</span>&#160; </div>
<div class="line"><a name="l00630"></a><span class="lineno"><a class="line" href="namespaceoperations__research_1_1sat.html#ad57491858f7814f0a03845022b6de35e"> 630</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="namespaceoperations__research_1_1sat.html#ad57491858f7814f0a03845022b6de35e">GenerateSchedulingNeighborhoodForRelaxation</a>(</div>
<div class="line"><a name="l00631"></a><span class="lineno"> 631</span>&#160; <span class="keyword">const</span> absl::Span&lt;const int&gt; intervals_to_relax,</div>
<div class="line"><a name="l00632"></a><span class="lineno"> 632</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution,</div>
<div class="line"><a name="l00633"></a><span class="lineno"> 633</span>&#160; <span class="keyword">const</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html">NeighborhoodGeneratorHelper</a>&amp; helper) {</div>
<div class="line"><a name="l00634"></a><span class="lineno"> 634</span>&#160; <a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> neighborhood = helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">FullNeighborhood</a>();</div>
<div class="line"><a name="l00635"></a><span class="lineno"> 635</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a8e672808c179f95cf4c626aef798bbc7">is_reduced</a> =</div>
<div class="line"><a name="l00636"></a><span class="lineno"> 636</span>&#160; (intervals_to_relax.size() &lt;</div>
<div class="line"><a name="l00637"></a><span class="lineno"> 637</span>&#160; helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a6aef4ca16709a75231ee1691c306c641">TypeToConstraints</a>(ConstraintProto::kInterval).size());</div>
<div class="line"><a name="l00638"></a><span class="lineno"> 638</span>&#160; </div>
<div class="line"><a name="l00639"></a><span class="lineno"> 639</span>&#160; <span class="comment">// We will extend the set with some interval that we cannot fix.</span></div>
<div class="line"><a name="l00640"></a><span class="lineno"> 640</span>&#160; std::set&lt;int&gt; ignored_intervals(intervals_to_relax.begin(),</div>
<div class="line"><a name="l00641"></a><span class="lineno"> 641</span>&#160; intervals_to_relax.end());</div>
<div class="line"><a name="l00642"></a><span class="lineno"> 642</span>&#160; </div>
<div class="line"><a name="l00643"></a><span class="lineno"> 643</span>&#160; <span class="comment">// Fix the presence/absence of non-relaxed intervals.</span></div>
<div class="line"><a name="l00644"></a><span class="lineno"> 644</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> i : helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a6aef4ca16709a75231ee1691c306c641">TypeToConstraints</a>(ConstraintProto::kInterval)) {</div>
<div class="line"><a name="l00645"></a><span class="lineno"> 645</span>&#160; <span class="keywordflow">if</span> (ignored_intervals.count(i)) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00646"></a><span class="lineno"> 646</span>&#160; </div>
<div class="line"><a name="l00647"></a><span class="lineno"> 647</span>&#160; <span class="keyword">const</span> ConstraintProto&amp; interval_ct = helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints(i);</div>
<div class="line"><a name="l00648"></a><span class="lineno"> 648</span>&#160; <span class="keywordflow">if</span> (interval_ct.enforcement_literal().empty()) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00649"></a><span class="lineno"> 649</span>&#160; </div>
<div class="line"><a name="l00650"></a><span class="lineno"> 650</span>&#160; <a class="code" href="base_2logging_8h.html#a7c0ce053b28d53aa4eaf3eb7fb71663b">CHECK_EQ</a>(interval_ct.enforcement_literal().size(), 1);</div>
<div class="line"><a name="l00651"></a><span class="lineno"> 651</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> enforcement_ref = interval_ct.enforcement_literal(0);</div>
<div class="line"><a name="l00652"></a><span class="lineno"> 652</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> enforcement_var = <a class="code" href="namespaceoperations__research_1_1sat.html#acdbc8ad33149d45a6e6fcd8b72fd68ed">PositiveRef</a>(enforcement_ref);</div>
<div class="line"><a name="l00653"></a><span class="lineno"> 653</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a> = initial_solution.solution(enforcement_var);</div>
<div class="line"><a name="l00654"></a><span class="lineno"> 654</span>&#160; </div>
<div class="line"><a name="l00655"></a><span class="lineno"> 655</span>&#160; <span class="comment">// If the interval is not enforced, we just relax it. If it belongs to an</span></div>
<div class="line"><a name="l00656"></a><span class="lineno"> 656</span>&#160; <span class="comment">// exactly one constraint, and the enforced interval is not relaxed, then</span></div>
<div class="line"><a name="l00657"></a><span class="lineno"> 657</span>&#160; <span class="comment">// propagation will force this interval to stay not enforced. Otherwise,</span></div>
<div class="line"><a name="l00658"></a><span class="lineno"> 658</span>&#160; <span class="comment">// LNS will be able to change which interval will be enforced among all</span></div>
<div class="line"><a name="l00659"></a><span class="lineno"> 659</span>&#160; <span class="comment">// alternatives.</span></div>
<div class="line"><a name="l00660"></a><span class="lineno"> 660</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="namespaceoperations__research_1_1sat.html#a217338425de4389014563f1f24331713">RefIsPositive</a>(enforcement_ref) == (<a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a> == 0)) {</div>
<div class="line"><a name="l00661"></a><span class="lineno"> 661</span>&#160; ignored_intervals.insert(i);</div>
<div class="line"><a name="l00662"></a><span class="lineno"> 662</span>&#160; <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00663"></a><span class="lineno"> 663</span>&#160; }</div>
<div class="line"><a name="l00664"></a><span class="lineno"> 664</span>&#160; </div>
<div class="line"><a name="l00665"></a><span class="lineno"> 665</span>&#160; <span class="comment">// Fix the value.</span></div>
<div class="line"><a name="l00666"></a><span class="lineno"> 666</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.mutable_variables(enforcement_var)-&gt;clear_domain();</div>
<div class="line"><a name="l00667"></a><span class="lineno"> 667</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.mutable_variables(enforcement_var)-&gt;add_domain(<a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a>);</div>
<div class="line"><a name="l00668"></a><span class="lineno"> 668</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.mutable_variables(enforcement_var)-&gt;add_domain(<a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a>);</div>
<div class="line"><a name="l00669"></a><span class="lineno"> 669</span>&#160; }</div>
<div class="line"><a name="l00670"></a><span class="lineno"> 670</span>&#160; </div>
<div class="line"><a name="l00671"></a><span class="lineno"> 671</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> c : helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a6aef4ca16709a75231ee1691c306c641">TypeToConstraints</a>(ConstraintProto::kNoOverlap)) {</div>
<div class="line"><a name="l00672"></a><span class="lineno"> 672</span>&#160; <span class="comment">// Sort all non-relaxed intervals of this constraint by current start</span></div>
<div class="line"><a name="l00673"></a><span class="lineno"> 673</span>&#160; <span class="comment">// time.</span></div>
<div class="line"><a name="l00674"></a><span class="lineno"> 674</span>&#160; std::vector&lt;std::pair&lt;int64_t, int&gt;&gt; start_interval_pairs;</div>
<div class="line"><a name="l00675"></a><span class="lineno"> 675</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> i :</div>
<div class="line"><a name="l00676"></a><span class="lineno"> 676</span>&#160; helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints(c).no_overlap().intervals()) {</div>
<div class="line"><a name="l00677"></a><span class="lineno"> 677</span>&#160; <span class="keywordflow">if</span> (ignored_intervals.count(i)) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00678"></a><span class="lineno"> 678</span>&#160; <span class="keyword">const</span> ConstraintProto&amp; interval_ct = helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints(i);</div>
<div class="line"><a name="l00679"></a><span class="lineno"> 679</span>&#160; </div>
<div class="line"><a name="l00680"></a><span class="lineno"> 680</span>&#160; <span class="comment">// TODO(user): we ignore size zero for now.</span></div>
<div class="line"><a name="l00681"></a><span class="lineno"> 681</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> size_var = interval_ct.interval().size();</div>
<div class="line"><a name="l00682"></a><span class="lineno"> 682</span>&#160; <span class="keywordflow">if</span> (initial_solution.solution(size_var) == 0) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00683"></a><span class="lineno"> 683</span>&#160; </div>
<div class="line"><a name="l00684"></a><span class="lineno"> 684</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> start_var = interval_ct.interval().start();</div>
<div class="line"><a name="l00685"></a><span class="lineno"> 685</span>&#160; <span class="keyword">const</span> int64_t start_value = initial_solution.solution(start_var);</div>
<div class="line"><a name="l00686"></a><span class="lineno"> 686</span>&#160; start_interval_pairs.push_back({start_value, i});</div>
<div class="line"><a name="l00687"></a><span class="lineno"> 687</span>&#160; }</div>
<div class="line"><a name="l00688"></a><span class="lineno"> 688</span>&#160; std::sort(start_interval_pairs.begin(), start_interval_pairs.end());</div>
<div class="line"><a name="l00689"></a><span class="lineno"> 689</span>&#160; </div>
<div class="line"><a name="l00690"></a><span class="lineno"> 690</span>&#160; <span class="comment">// Add precedence between the remaining intervals, forcing their order.</span></div>
<div class="line"><a name="l00691"></a><span class="lineno"> 691</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i + 1 &lt; start_interval_pairs.size(); ++i) {</div>
<div class="line"><a name="l00692"></a><span class="lineno"> 692</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> before_var = helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>()</div>
<div class="line"><a name="l00693"></a><span class="lineno"> 693</span>&#160; .constraints(start_interval_pairs[i].second)</div>
<div class="line"><a name="l00694"></a><span class="lineno"> 694</span>&#160; .interval()</div>
<div class="line"><a name="l00695"></a><span class="lineno"> 695</span>&#160; .end();</div>
<div class="line"><a name="l00696"></a><span class="lineno"> 696</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> after_var = helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>()</div>
<div class="line"><a name="l00697"></a><span class="lineno"> 697</span>&#160; .constraints(start_interval_pairs[i + 1].second)</div>
<div class="line"><a name="l00698"></a><span class="lineno"> 698</span>&#160; .interval()</div>
<div class="line"><a name="l00699"></a><span class="lineno"> 699</span>&#160; .start();</div>
<div class="line"><a name="l00700"></a><span class="lineno"> 700</span>&#160; <a class="code" href="base_2logging_8h.html#ae4db23f10f5d4aad6d735f5a74cd6f8c">CHECK_LE</a>(initial_solution.solution(before_var),</div>
<div class="line"><a name="l00701"></a><span class="lineno"> 701</span>&#160; initial_solution.solution(after_var));</div>
<div class="line"><a name="l00702"></a><span class="lineno"> 702</span>&#160; </div>
<div class="line"><a name="l00703"></a><span class="lineno"> 703</span>&#160; LinearConstraintProto* linear =</div>
<div class="line"><a name="l00704"></a><span class="lineno"> 704</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.add_constraints()-&gt;mutable_linear();</div>
<div class="line"><a name="l00705"></a><span class="lineno"> 705</span>&#160; linear-&gt;add_domain(<a class="code" href="alldiff__cst_8cc.html#ad10edae0a852d72fb76afb1c77735045">std::numeric_limits&lt;int64_t&gt;::min</a>());</div>
<div class="line"><a name="l00706"></a><span class="lineno"> 706</span>&#160; linear-&gt;add_domain(0);</div>
<div class="line"><a name="l00707"></a><span class="lineno"> 707</span>&#160; linear-&gt;add_vars(before_var);</div>
<div class="line"><a name="l00708"></a><span class="lineno"> 708</span>&#160; linear-&gt;add_coeffs(1);</div>
<div class="line"><a name="l00709"></a><span class="lineno"> 709</span>&#160; linear-&gt;add_vars(after_var);</div>
<div class="line"><a name="l00710"></a><span class="lineno"> 710</span>&#160; linear-&gt;add_coeffs(-1);</div>
<div class="line"><a name="l00711"></a><span class="lineno"> 711</span>&#160; }</div>
<div class="line"><a name="l00712"></a><span class="lineno"> 712</span>&#160; }</div>
<div class="line"><a name="l00713"></a><span class="lineno"> 713</span>&#160; </div>
<div class="line"><a name="l00714"></a><span class="lineno"> 714</span>&#160; <span class="comment">// Set the current solution as a hint.</span></div>
<div class="line"><a name="l00715"></a><span class="lineno"> 715</span>&#160; helper.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac18c0fe53e351d0a5d105b8bc7d53c08">AddSolutionHinting</a>(initial_solution, &amp;neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>);</div>
<div class="line"><a name="l00716"></a><span class="lineno"> 716</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a04d448b3000c058b67ad17541473a317">is_generated</a> = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00717"></a><span class="lineno"> 717</span>&#160; </div>
<div class="line"><a name="l00718"></a><span class="lineno"> 718</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00719"></a><span class="lineno"> 719</span>&#160;}</div>
<div class="line"><a name="l00720"></a><span class="lineno"> 720</span>&#160; </div>
<div class="line"><a name="l00721"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_scheduling_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 721</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_scheduling_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">SchedulingNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l00722"></a><span class="lineno"> 722</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l00723"></a><span class="lineno"> 723</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00724"></a><span class="lineno"> 724</span>&#160; std::vector&lt;int&gt; intervals_to_relax =</div>
<div class="line"><a name="l00725"></a><span class="lineno"> 725</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8b0ea5233e98dcd85233c074a034fd05">GetActiveIntervals</a>(initial_solution);</div>
<div class="line"><a name="l00726"></a><span class="lineno"> 726</span>&#160; GetRandomSubset(<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a>, &amp;intervals_to_relax, random);</div>
<div class="line"><a name="l00727"></a><span class="lineno"> 727</span>&#160; </div>
<div class="line"><a name="l00728"></a><span class="lineno"> 728</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespaceoperations__research_1_1sat.html#ad57491858f7814f0a03845022b6de35e">GenerateSchedulingNeighborhoodForRelaxation</a>(intervals_to_relax,</div>
<div class="line"><a name="l00729"></a><span class="lineno"> 729</span>&#160; initial_solution, <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>);</div>
<div class="line"><a name="l00730"></a><span class="lineno"> 730</span>&#160;}</div>
<div class="line"><a name="l00731"></a><span class="lineno"> 731</span>&#160; </div>
<div class="line"><a name="l00732"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_scheduling_time_window_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 732</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_scheduling_time_window_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">SchedulingTimeWindowNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l00733"></a><span class="lineno"> 733</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l00734"></a><span class="lineno"> 734</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00735"></a><span class="lineno"> 735</span>&#160; std::vector&lt;std::pair&lt;int64_t, int&gt;&gt; start_interval_pairs;</div>
<div class="line"><a name="l00736"></a><span class="lineno"> 736</span>&#160; <span class="keyword">const</span> std::vector&lt;int&gt; active_intervals =</div>
<div class="line"><a name="l00737"></a><span class="lineno"> 737</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8b0ea5233e98dcd85233c074a034fd05">GetActiveIntervals</a>(initial_solution);</div>
<div class="line"><a name="l00738"></a><span class="lineno"> 738</span>&#160; std::vector&lt;int&gt; intervals_to_relax;</div>
<div class="line"><a name="l00739"></a><span class="lineno"> 739</span>&#160; </div>
<div class="line"><a name="l00740"></a><span class="lineno"> 740</span>&#160; <span class="keywordflow">if</span> (active_intervals.empty()) <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">FullNeighborhood</a>();</div>
<div class="line"><a name="l00741"></a><span class="lineno"> 741</span>&#160; </div>
<div class="line"><a name="l00742"></a><span class="lineno"> 742</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keywordtype">int</span> i : active_intervals) {</div>
<div class="line"><a name="l00743"></a><span class="lineno"> 743</span>&#160; <span class="keyword">const</span> ConstraintProto&amp; interval_ct = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints(i);</div>
<div class="line"><a name="l00744"></a><span class="lineno"> 744</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> start_var = interval_ct.interval().start();</div>
<div class="line"><a name="l00745"></a><span class="lineno"> 745</span>&#160; <span class="keyword">const</span> int64_t start_value = initial_solution.solution(start_var);</div>
<div class="line"><a name="l00746"></a><span class="lineno"> 746</span>&#160; start_interval_pairs.push_back({start_value, i});</div>
<div class="line"><a name="l00747"></a><span class="lineno"> 747</span>&#160; }</div>
<div class="line"><a name="l00748"></a><span class="lineno"> 748</span>&#160; std::sort(start_interval_pairs.begin(), start_interval_pairs.end());</div>
<div class="line"><a name="l00749"></a><span class="lineno"> 749</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> relaxed_size = std::floor(<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a> * start_interval_pairs.size());</div>
<div class="line"><a name="l00750"></a><span class="lineno"> 750</span>&#160; </div>
<div class="line"><a name="l00751"></a><span class="lineno"> 751</span>&#160; std::uniform_int_distribution&lt;int&gt; random_var(</div>
<div class="line"><a name="l00752"></a><span class="lineno"> 752</span>&#160; 0, start_interval_pairs.size() - relaxed_size - 1);</div>
<div class="line"><a name="l00753"></a><span class="lineno"> 753</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> random_start_index = random_var(random);</div>
<div class="line"><a name="l00754"></a><span class="lineno"> 754</span>&#160; </div>
<div class="line"><a name="l00755"></a><span class="lineno"> 755</span>&#160; <span class="comment">// TODO(user,user): Consider relaxing more than one time window</span></div>
<div class="line"><a name="l00756"></a><span class="lineno"> 756</span>&#160; <span class="comment">// intervals. This seems to help with Giza models.</span></div>
<div class="line"><a name="l00757"></a><span class="lineno"> 757</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = random_start_index; i &lt; relaxed_size; ++i) {</div>
<div class="line"><a name="l00758"></a><span class="lineno"> 758</span>&#160; intervals_to_relax.push_back(start_interval_pairs[i].second);</div>
<div class="line"><a name="l00759"></a><span class="lineno"> 759</span>&#160; }</div>
<div class="line"><a name="l00760"></a><span class="lineno"> 760</span>&#160; </div>
<div class="line"><a name="l00761"></a><span class="lineno"> 761</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespaceoperations__research_1_1sat.html#ad57491858f7814f0a03845022b6de35e">GenerateSchedulingNeighborhoodForRelaxation</a>(intervals_to_relax,</div>
<div class="line"><a name="l00762"></a><span class="lineno"> 762</span>&#160; initial_solution, <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>);</div>
<div class="line"><a name="l00763"></a><span class="lineno"> 763</span>&#160;}</div>
<div class="line"><a name="l00764"></a><span class="lineno"> 764</span>&#160; </div>
<div class="line"><a name="l00765"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_relaxation_induced_neighborhood_generator.html#a18bd97b50e3170dabf1f537e19695054"> 765</a></span>&#160;<span class="keywordtype">bool</span> <a class="code" href="classoperations__research_1_1sat_1_1_relaxation_induced_neighborhood_generator.html#a18bd97b50e3170dabf1f537e19695054">RelaxationInducedNeighborhoodGenerator::ReadyToGenerate</a>()<span class="keyword"> const </span>{</div>
<div class="line"><a name="l00766"></a><span class="lineno"> 766</span>&#160; <span class="keywordflow">if</span> (incomplete_solutions_ != <span class="keyword">nullptr</span>) {</div>
<div class="line"><a name="l00767"></a><span class="lineno"> 767</span>&#160; <span class="keywordflow">return</span> incomplete_solutions_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_incomplete_solution_manager.html#afad444837cdc77c60e71abb9294753b9">HasNewSolution</a>();</div>
<div class="line"><a name="l00768"></a><span class="lineno"> 768</span>&#160; }</div>
<div class="line"><a name="l00769"></a><span class="lineno"> 769</span>&#160; </div>
<div class="line"><a name="l00770"></a><span class="lineno"> 770</span>&#160; <span class="keywordflow">if</span> (response_manager_ != <span class="keyword">nullptr</span>) {</div>
<div class="line"><a name="l00771"></a><span class="lineno"> 771</span>&#160; <span class="keywordflow">if</span> (response_manager_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_response_manager.html#a45cf335a09cbaae1337a45d7978d8892">SolutionsRepository</a>().<a class="code" href="classoperations__research_1_1sat_1_1_shared_solution_repository.html#a6d2b6f7951b60c786fdbefcbe7c3571f">NumSolutions</a>() == 0) {</div>
<div class="line"><a name="l00772"></a><span class="lineno"> 772</span>&#160; <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00773"></a><span class="lineno"> 773</span>&#160; }</div>
<div class="line"><a name="l00774"></a><span class="lineno"> 774</span>&#160; }</div>
<div class="line"><a name="l00775"></a><span class="lineno"> 775</span>&#160; </div>
<div class="line"><a name="l00776"></a><span class="lineno"> 776</span>&#160; <span class="comment">// At least one relaxation solution should be available to generate a</span></div>
<div class="line"><a name="l00777"></a><span class="lineno"> 777</span>&#160; <span class="comment">// neighborhood.</span></div>
<div class="line"><a name="l00778"></a><span class="lineno"> 778</span>&#160; <span class="keywordflow">if</span> (lp_solutions_ != <span class="keyword">nullptr</span> &amp;&amp; lp_solutions_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_solution_repository.html#a6d2b6f7951b60c786fdbefcbe7c3571f">NumSolutions</a>() &gt; 0) {</div>
<div class="line"><a name="l00779"></a><span class="lineno"> 779</span>&#160; <span class="keywordflow">return</span> <span class="keyword">true</span>;</div>
<div class="line"><a name="l00780"></a><span class="lineno"> 780</span>&#160; }</div>
<div class="line"><a name="l00781"></a><span class="lineno"> 781</span>&#160; </div>
<div class="line"><a name="l00782"></a><span class="lineno"> 782</span>&#160; <span class="keywordflow">if</span> (relaxation_solutions_ != <span class="keyword">nullptr</span> &amp;&amp;</div>
<div class="line"><a name="l00783"></a><span class="lineno"> 783</span>&#160; relaxation_solutions_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_solution_repository.html#a6d2b6f7951b60c786fdbefcbe7c3571f">NumSolutions</a>() &gt; 0) {</div>
<div class="line"><a name="l00784"></a><span class="lineno"> 784</span>&#160; <span class="keywordflow">return</span> <span class="keyword">true</span>;</div>
<div class="line"><a name="l00785"></a><span class="lineno"> 785</span>&#160; }</div>
<div class="line"><a name="l00786"></a><span class="lineno"> 786</span>&#160; <span class="keywordflow">return</span> <span class="keyword">false</span>;</div>
<div class="line"><a name="l00787"></a><span class="lineno"> 787</span>&#160;}</div>
<div class="line"><a name="l00788"></a><span class="lineno"> 788</span>&#160; </div>
<div class="line"><a name="l00789"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_relaxation_induced_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 789</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_relaxation_induced_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">RelaxationInducedNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l00790"></a><span class="lineno"> 790</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l00791"></a><span class="lineno"> 791</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00792"></a><span class="lineno"> 792</span>&#160; <a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> neighborhood = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">FullNeighborhood</a>();</div>
<div class="line"><a name="l00793"></a><span class="lineno"> 793</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a04d448b3000c058b67ad17541473a317">is_generated</a> = <span class="keyword">false</span>;</div>
<div class="line"><a name="l00794"></a><span class="lineno"> 794</span>&#160; </div>
<div class="line"><a name="l00795"></a><span class="lineno"> 795</span>&#160; <span class="keyword">const</span> <span class="keywordtype">bool</span> lp_solution_available =</div>
<div class="line"><a name="l00796"></a><span class="lineno"> 796</span>&#160; (lp_solutions_ != <span class="keyword">nullptr</span> &amp;&amp; lp_solutions_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_solution_repository.html#a6d2b6f7951b60c786fdbefcbe7c3571f">NumSolutions</a>() &gt; 0);</div>
<div class="line"><a name="l00797"></a><span class="lineno"> 797</span>&#160; </div>
<div class="line"><a name="l00798"></a><span class="lineno"> 798</span>&#160; <span class="keyword">const</span> <span class="keywordtype">bool</span> relaxation_solution_available =</div>
<div class="line"><a name="l00799"></a><span class="lineno"> 799</span>&#160; (relaxation_solutions_ != <span class="keyword">nullptr</span> &amp;&amp;</div>
<div class="line"><a name="l00800"></a><span class="lineno"> 800</span>&#160; relaxation_solutions_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_solution_repository.html#a6d2b6f7951b60c786fdbefcbe7c3571f">NumSolutions</a>() &gt; 0);</div>
<div class="line"><a name="l00801"></a><span class="lineno"> 801</span>&#160; </div>
<div class="line"><a name="l00802"></a><span class="lineno"> 802</span>&#160; <span class="keyword">const</span> <span class="keywordtype">bool</span> incomplete_solution_available =</div>
<div class="line"><a name="l00803"></a><span class="lineno"> 803</span>&#160; (incomplete_solutions_ != <span class="keyword">nullptr</span> &amp;&amp;</div>
<div class="line"><a name="l00804"></a><span class="lineno"> 804</span>&#160; incomplete_solutions_-&gt;<a class="code" href="classoperations__research_1_1sat_1_1_shared_incomplete_solution_manager.html#afad444837cdc77c60e71abb9294753b9">HasNewSolution</a>());</div>
<div class="line"><a name="l00805"></a><span class="lineno"> 805</span>&#160; </div>
<div class="line"><a name="l00806"></a><span class="lineno"> 806</span>&#160; <span class="keywordflow">if</span> (!lp_solution_available &amp;&amp; !relaxation_solution_available &amp;&amp;</div>
<div class="line"><a name="l00807"></a><span class="lineno"> 807</span>&#160; !incomplete_solution_available) {</div>
<div class="line"><a name="l00808"></a><span class="lineno"> 808</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00809"></a><span class="lineno"> 809</span>&#160; }</div>
<div class="line"><a name="l00810"></a><span class="lineno"> 810</span>&#160; </div>
<div class="line"><a name="l00811"></a><span class="lineno"> 811</span>&#160; <a class="code" href="structoperations__research_1_1sat_1_1_r_i_n_s_neighborhood.html">RINSNeighborhood</a> rins_neighborhood;</div>
<div class="line"><a name="l00812"></a><span class="lineno"> 812</span>&#160; <span class="comment">// Randomly select the type of relaxation if both lp and relaxation solutions</span></div>
<div class="line"><a name="l00813"></a><span class="lineno"> 813</span>&#160; <span class="comment">// are available.</span></div>
<div class="line"><a name="l00814"></a><span class="lineno"> 814</span>&#160; <span class="comment">// TODO(user): Tune the probability value for this.</span></div>
<div class="line"><a name="l00815"></a><span class="lineno"> 815</span>&#160; std::bernoulli_distribution random_bool(0.5);</div>
<div class="line"><a name="l00816"></a><span class="lineno"> 816</span>&#160; <span class="keyword">const</span> <span class="keywordtype">bool</span> use_lp_relaxation =</div>
<div class="line"><a name="l00817"></a><span class="lineno"> 817</span>&#160; (lp_solution_available &amp;&amp; relaxation_solution_available)</div>
<div class="line"><a name="l00818"></a><span class="lineno"> 818</span>&#160; ? random_bool(random)</div>
<div class="line"><a name="l00819"></a><span class="lineno"> 819</span>&#160; : lp_solution_available;</div>
<div class="line"><a name="l00820"></a><span class="lineno"> 820</span>&#160; <span class="keywordflow">if</span> (use_lp_relaxation) {</div>
<div class="line"><a name="l00821"></a><span class="lineno"> 821</span>&#160; rins_neighborhood =</div>
<div class="line"><a name="l00822"></a><span class="lineno"> 822</span>&#160; <a class="code" href="namespaceoperations__research_1_1sat.html#aeef49408603258c45118e0ca3394442c">GetRINSNeighborhood</a>(response_manager_,</div>
<div class="line"><a name="l00823"></a><span class="lineno"> 823</span>&#160; <span class="comment">/*relaxation_solutions=*/</span><span class="keyword">nullptr</span>, lp_solutions_,</div>
<div class="line"><a name="l00824"></a><span class="lineno"> 824</span>&#160; incomplete_solutions_, random);</div>
<div class="line"><a name="l00825"></a><span class="lineno"> 825</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#aaed94da4e4845ead42773bd4468a8899">source_info</a> =</div>
<div class="line"><a name="l00826"></a><span class="lineno"> 826</span>&#160; incomplete_solution_available ? <span class="stringliteral">&quot;incomplete&quot;</span> : <span class="stringliteral">&quot;lp&quot;</span>;</div>
<div class="line"><a name="l00827"></a><span class="lineno"> 827</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00828"></a><span class="lineno"> 828</span>&#160; <a class="code" href="base_2logging_8h.html#a3e1cfef60e774a81f30eaddf26a3a274">CHECK</a>(relaxation_solution_available || incomplete_solution_available);</div>
<div class="line"><a name="l00829"></a><span class="lineno"> 829</span>&#160; rins_neighborhood = <a class="code" href="namespaceoperations__research_1_1sat.html#aeef49408603258c45118e0ca3394442c">GetRINSNeighborhood</a>(</div>
<div class="line"><a name="l00830"></a><span class="lineno"> 830</span>&#160; response_manager_, relaxation_solutions_,</div>
<div class="line"><a name="l00831"></a><span class="lineno"> 831</span>&#160; <span class="comment">/*lp_solutions=*/</span><span class="keyword">nullptr</span>, incomplete_solutions_, random);</div>
<div class="line"><a name="l00832"></a><span class="lineno"> 832</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#aaed94da4e4845ead42773bd4468a8899">source_info</a> =</div>
<div class="line"><a name="l00833"></a><span class="lineno"> 833</span>&#160; incomplete_solution_available ? <span class="stringliteral">&quot;incomplete&quot;</span> : <span class="stringliteral">&quot;relaxation&quot;</span>;</div>
<div class="line"><a name="l00834"></a><span class="lineno"> 834</span>&#160; }</div>
<div class="line"><a name="l00835"></a><span class="lineno"> 835</span>&#160; </div>
<div class="line"><a name="l00836"></a><span class="lineno"> 836</span>&#160; <span class="keywordflow">if</span> (rins_neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_r_i_n_s_neighborhood.html#a5d9d48f7fccd7a170af97ed1da2393f3">fixed_vars</a>.empty() &amp;&amp;</div>
<div class="line"><a name="l00837"></a><span class="lineno"> 837</span>&#160; rins_neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_r_i_n_s_neighborhood.html#ab3c025953129f4798b0fe2eb84e95d6b">reduced_domain_vars</a>.empty()) {</div>
<div class="line"><a name="l00838"></a><span class="lineno"> 838</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00839"></a><span class="lineno"> 839</span>&#160; }</div>
<div class="line"><a name="l00840"></a><span class="lineno"> 840</span>&#160; </div>
<div class="line"><a name="l00841"></a><span class="lineno"> 841</span>&#160; absl::ReaderMutexLock graph_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a67e2097ff88593dbd0ddc8f393ed9019">graph_mutex_</a>);</div>
<div class="line"><a name="l00842"></a><span class="lineno"> 842</span>&#160; <span class="comment">// Fix the variables in the local model.</span></div>
<div class="line"><a name="l00843"></a><span class="lineno"> 843</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> std::pair&lt;/*model_var*/ int, /*value*/ int64_t&gt; fixed_var :</div>
<div class="line"><a name="l00844"></a><span class="lineno"> 844</span>&#160; rins_neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_r_i_n_s_neighborhood.html#a5d9d48f7fccd7a170af97ed1da2393f3">fixed_vars</a>) {</div>
<div class="line"><a name="l00845"></a><span class="lineno"> 845</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> = fixed_var.first;</div>
<div class="line"><a name="l00846"></a><span class="lineno"> 846</span>&#160; <span class="keyword">const</span> int64_t <a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a> = fixed_var.second;</div>
<div class="line"><a name="l00847"></a><span class="lineno"> 847</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> &gt;= neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.variables_size()) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00848"></a><span class="lineno"> 848</span>&#160; <span class="keywordflow">if</span> (!<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#abefd04794ae1f2f60e1fbf1938b8f262">IsActive</a>(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00849"></a><span class="lineno"> 849</span>&#160; </div>
<div class="line"><a name="l00850"></a><span class="lineno"> 850</span>&#160; <span class="keywordflow">if</span> (!<a class="code" href="namespaceoperations__research_1_1sat.html#a46540a899ab5e8fe1b55e12da55cbbe0">DomainInProtoContains</a>(neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>), <a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a>)) {</div>
<div class="line"><a name="l00851"></a><span class="lineno"> 851</span>&#160; <span class="comment">// TODO(user): Instead of aborting, pick the closest point in the domain?</span></div>
<div class="line"><a name="l00852"></a><span class="lineno"> 852</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00853"></a><span class="lineno"> 853</span>&#160; }</div>
<div class="line"><a name="l00854"></a><span class="lineno"> 854</span>&#160; </div>
<div class="line"><a name="l00855"></a><span class="lineno"> 855</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.mutable_variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)-&gt;clear_domain();</div>
<div class="line"><a name="l00856"></a><span class="lineno"> 856</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.mutable_variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)-&gt;add_domain(<a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a>);</div>
<div class="line"><a name="l00857"></a><span class="lineno"> 857</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.mutable_variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)-&gt;add_domain(<a class="code" href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a>);</div>
<div class="line"><a name="l00858"></a><span class="lineno"> 858</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a8e672808c179f95cf4c626aef798bbc7">is_reduced</a> = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00859"></a><span class="lineno"> 859</span>&#160; }</div>
<div class="line"><a name="l00860"></a><span class="lineno"> 860</span>&#160; </div>
<div class="line"><a name="l00861"></a><span class="lineno"> 861</span>&#160; <span class="keywordflow">for</span> (<span class="keyword">const</span> std::pair&lt;<span class="comment">/*model_var*/</span> <span class="keywordtype">int</span>,</div>
<div class="line"><a name="l00862"></a><span class="lineno"> 862</span>&#160; <span class="comment">/*domain*/</span> std::pair&lt;int64_t, int64_t&gt;&gt;</div>
<div class="line"><a name="l00863"></a><span class="lineno"> 863</span>&#160; reduced_var : rins_neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_r_i_n_s_neighborhood.html#ab3c025953129f4798b0fe2eb84e95d6b">reduced_domain_vars</a>) {</div>
<div class="line"><a name="l00864"></a><span class="lineno"> 864</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> = reduced_var.first;</div>
<div class="line"><a name="l00865"></a><span class="lineno"> 865</span>&#160; <span class="keyword">const</span> int64_t lb = reduced_var.second.first;</div>
<div class="line"><a name="l00866"></a><span class="lineno"> 866</span>&#160; <span class="keyword">const</span> int64_t ub = reduced_var.second.second;</div>
<div class="line"><a name="l00867"></a><span class="lineno"> 867</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a> &gt;= neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.variables_size()) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00868"></a><span class="lineno"> 868</span>&#160; <span class="keywordflow">if</span> (!<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#abefd04794ae1f2f60e1fbf1938b8f262">IsActive</a>(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>)) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00869"></a><span class="lineno"> 869</span>&#160; <a class="code" href="classoperations__research_1_1_domain.html">Domain</a> domain = <a class="code" href="namespaceoperations__research_1_1sat.html#ab1240060466ba48a36a4b36379bce26a">ReadDomainFromProto</a>(neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>));</div>
<div class="line"><a name="l00870"></a><span class="lineno"> 870</span>&#160; domain = domain.<a class="code" href="classoperations__research_1_1_domain.html#a835826c4c5129b74553042a357a721ff">IntersectionWith</a>(<a class="code" href="classoperations__research_1_1_domain.html">Domain</a>(lb, ub));</div>
<div class="line"><a name="l00871"></a><span class="lineno"> 871</span>&#160; <span class="keywordflow">if</span> (domain.<a class="code" href="classoperations__research_1_1_domain.html#a8e12342fc420701fbffd97025421575a">IsEmpty</a>()) {</div>
<div class="line"><a name="l00872"></a><span class="lineno"> 872</span>&#160; <span class="comment">// TODO(user): Instead of aborting, pick the closest point in the domain?</span></div>
<div class="line"><a name="l00873"></a><span class="lineno"> 873</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00874"></a><span class="lineno"> 874</span>&#160; }</div>
<div class="line"><a name="l00875"></a><span class="lineno"> 875</span>&#160; <a class="code" href="namespaceoperations__research_1_1sat.html#a901c19b12842f8af153e588a689a90b5">FillDomainInProto</a>(domain, neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">delta</a>.mutable_variables(<a class="code" href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a>));</div>
<div class="line"><a name="l00876"></a><span class="lineno"> 876</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a8e672808c179f95cf4c626aef798bbc7">is_reduced</a> = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00877"></a><span class="lineno"> 877</span>&#160; }</div>
<div class="line"><a name="l00878"></a><span class="lineno"> 878</span>&#160; neighborhood.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#a04d448b3000c058b67ad17541473a317">is_generated</a> = <span class="keyword">true</span>;</div>
<div class="line"><a name="l00879"></a><span class="lineno"> 879</span>&#160; <span class="keywordflow">return</span> neighborhood;</div>
<div class="line"><a name="l00880"></a><span class="lineno"> 880</span>&#160;}</div>
<div class="line"><a name="l00881"></a><span class="lineno"> 881</span>&#160; </div>
<div class="line"><a name="l00882"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_consecutive_constraints_relaxation_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 882</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_consecutive_constraints_relaxation_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">ConsecutiveConstraintsRelaxationNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l00883"></a><span class="lineno"> 883</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l00884"></a><span class="lineno"> 884</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l00885"></a><span class="lineno"> 885</span>&#160; std::vector&lt;int&gt; removable_constraints;</div>
<div class="line"><a name="l00886"></a><span class="lineno"> 886</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_constraints = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints_size();</div>
<div class="line"><a name="l00887"></a><span class="lineno"> 887</span>&#160; removable_constraints.reserve(num_constraints);</div>
<div class="line"><a name="l00888"></a><span class="lineno"> 888</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> c = 0; c &lt; num_constraints; ++c) {</div>
<div class="line"><a name="l00889"></a><span class="lineno"> 889</span>&#160; <span class="comment">// Removing intervals is not easy because other constraint might require</span></div>
<div class="line"><a name="l00890"></a><span class="lineno"> 890</span>&#160; <span class="comment">// them, so for now, we don&#39;t remove them.</span></div>
<div class="line"><a name="l00891"></a><span class="lineno"> 891</span>&#160; <span class="keywordflow">if</span> (<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints(c).constraint_case() ==</div>
<div class="line"><a name="l00892"></a><span class="lineno"> 892</span>&#160; ConstraintProto::kInterval) {</div>
<div class="line"><a name="l00893"></a><span class="lineno"> 893</span>&#160; <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00894"></a><span class="lineno"> 894</span>&#160; }</div>
<div class="line"><a name="l00895"></a><span class="lineno"> 895</span>&#160; removable_constraints.push_back(c);</div>
<div class="line"><a name="l00896"></a><span class="lineno"> 896</span>&#160; }</div>
<div class="line"><a name="l00897"></a><span class="lineno"> 897</span>&#160; </div>
<div class="line"><a name="l00898"></a><span class="lineno"> 898</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> target_size =</div>
<div class="line"><a name="l00899"></a><span class="lineno"> 899</span>&#160; std::round((1.0 - <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a>) * removable_constraints.size());</div>
<div class="line"><a name="l00900"></a><span class="lineno"> 900</span>&#160; </div>
<div class="line"><a name="l00901"></a><span class="lineno"> 901</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> random_start_index =</div>
<div class="line"><a name="l00902"></a><span class="lineno"> 902</span>&#160; absl::Uniform&lt;int&gt;(random, 0, removable_constraints.size());</div>
<div class="line"><a name="l00903"></a><span class="lineno"> 903</span>&#160; std::vector&lt;int&gt; removed_constraints;</div>
<div class="line"><a name="l00904"></a><span class="lineno"> 904</span>&#160; removed_constraints.reserve(target_size);</div>
<div class="line"><a name="l00905"></a><span class="lineno"> 905</span>&#160; <span class="keywordtype">int</span> c = random_start_index;</div>
<div class="line"><a name="l00906"></a><span class="lineno"> 906</span>&#160; <span class="keywordflow">while</span> (removed_constraints.size() &lt; target_size) {</div>
<div class="line"><a name="l00907"></a><span class="lineno"> 907</span>&#160; removed_constraints.push_back(removable_constraints[c]);</div>
<div class="line"><a name="l00908"></a><span class="lineno"> 908</span>&#160; ++c;</div>
<div class="line"><a name="l00909"></a><span class="lineno"> 909</span>&#160; <span class="keywordflow">if</span> (c == removable_constraints.size()) {</div>
<div class="line"><a name="l00910"></a><span class="lineno"> 910</span>&#160; c = 0;</div>
<div class="line"><a name="l00911"></a><span class="lineno"> 911</span>&#160; }</div>
<div class="line"><a name="l00912"></a><span class="lineno"> 912</span>&#160; }</div>
<div class="line"><a name="l00913"></a><span class="lineno"> 913</span>&#160; </div>
<div class="line"><a name="l00914"></a><span class="lineno"> 914</span>&#160; <span class="keywordflow">return</span> <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac0763b7b9e44b9b30e78b9dd4da8e98a">RemoveMarkedConstraints</a>(removed_constraints);</div>
<div class="line"><a name="l00915"></a><span class="lineno"> 915</span>&#160;}</div>
<div class="line"><a name="l00916"></a><span class="lineno"> 916</span>&#160; </div>
<div class="line"><a name="l00917"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator.html#a325f8d16767c3a3912e429d856171150"> 917</a></span>&#160;<a class="code" href="classoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator.html#a325f8d16767c3a3912e429d856171150">WeightedRandomRelaxationNeighborhoodGenerator::</a></div>
<div class="line"><a name="l00918"></a><span class="lineno"> 918</span>&#160;<a class="code" href="classoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator.html#a325f8d16767c3a3912e429d856171150"> WeightedRandomRelaxationNeighborhoodGenerator</a>(</div>
<div class="line"><a name="l00919"></a><span class="lineno"> 919</span>&#160; <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html">NeighborhoodGeneratorHelper</a> <span class="keyword">const</span>* helper, <span class="keyword">const</span> std::string&amp; <a class="code" href="default__search_8cc.html#ac673bc430bdc3fdaa09f7becf98ef267">name</a>)</div>
<div class="line"><a name="l00920"></a><span class="lineno"> 920</span>&#160; : <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html">NeighborhoodGenerator</a>(<a class="code" href="default__search_8cc.html#ac673bc430bdc3fdaa09f7becf98ef267">name</a>, helper) {</div>
<div class="line"><a name="l00921"></a><span class="lineno"> 921</span>&#160; std::vector&lt;int&gt; removable_constraints;</div>
<div class="line"><a name="l00922"></a><span class="lineno"> 922</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> num_constraints = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints_size();</div>
<div class="line"><a name="l00923"></a><span class="lineno"> 923</span>&#160; constraint_weights_.reserve(num_constraints);</div>
<div class="line"><a name="l00924"></a><span class="lineno"> 924</span>&#160; <span class="comment">// TODO(user): Experiment with different starting weights.</span></div>
<div class="line"><a name="l00925"></a><span class="lineno"> 925</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> c = 0; c &lt; num_constraints; ++c) {</div>
<div class="line"><a name="l00926"></a><span class="lineno"> 926</span>&#160; <span class="keywordflow">switch</span> (<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">ModelProto</a>().constraints(c).constraint_case()) {</div>
<div class="line"><a name="l00927"></a><span class="lineno"> 927</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kCumulative:</div>
<div class="line"><a name="l00928"></a><span class="lineno"> 928</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kAllDiff:</div>
<div class="line"><a name="l00929"></a><span class="lineno"> 929</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kElement:</div>
<div class="line"><a name="l00930"></a><span class="lineno"> 930</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kRoutes:</div>
<div class="line"><a name="l00931"></a><span class="lineno"> 931</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kCircuit:</div>
<div class="line"><a name="l00932"></a><span class="lineno"> 932</span>&#160; constraint_weights_.push_back(3.0);</div>
<div class="line"><a name="l00933"></a><span class="lineno"> 933</span>&#160; num_removable_constraints_++;</div>
<div class="line"><a name="l00934"></a><span class="lineno"> 934</span>&#160; <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00935"></a><span class="lineno"> 935</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kBoolOr:</div>
<div class="line"><a name="l00936"></a><span class="lineno"> 936</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kBoolAnd:</div>
<div class="line"><a name="l00937"></a><span class="lineno"> 937</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kBoolXor:</div>
<div class="line"><a name="l00938"></a><span class="lineno"> 938</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kIntProd:</div>
<div class="line"><a name="l00939"></a><span class="lineno"> 939</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kIntDiv:</div>
<div class="line"><a name="l00940"></a><span class="lineno"> 940</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kIntMod:</div>
<div class="line"><a name="l00941"></a><span class="lineno"> 941</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kIntMax:</div>
<div class="line"><a name="l00942"></a><span class="lineno"> 942</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kLinMax:</div>
<div class="line"><a name="l00943"></a><span class="lineno"> 943</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kIntMin:</div>
<div class="line"><a name="l00944"></a><span class="lineno"> 944</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kLinMin:</div>
<div class="line"><a name="l00945"></a><span class="lineno"> 945</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kNoOverlap:</div>
<div class="line"><a name="l00946"></a><span class="lineno"> 946</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kNoOverlap2D:</div>
<div class="line"><a name="l00947"></a><span class="lineno"> 947</span>&#160; constraint_weights_.push_back(2.0);</div>
<div class="line"><a name="l00948"></a><span class="lineno"> 948</span>&#160; num_removable_constraints_++;</div>
<div class="line"><a name="l00949"></a><span class="lineno"> 949</span>&#160; <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00950"></a><span class="lineno"> 950</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kLinear:</div>
<div class="line"><a name="l00951"></a><span class="lineno"> 951</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kTable:</div>
<div class="line"><a name="l00952"></a><span class="lineno"> 952</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kAutomaton:</div>
<div class="line"><a name="l00953"></a><span class="lineno"> 953</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kInverse:</div>
<div class="line"><a name="l00954"></a><span class="lineno"> 954</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kReservoir:</div>
<div class="line"><a name="l00955"></a><span class="lineno"> 955</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kAtMostOne:</div>
<div class="line"><a name="l00956"></a><span class="lineno"> 956</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kExactlyOne:</div>
<div class="line"><a name="l00957"></a><span class="lineno"> 957</span>&#160; constraint_weights_.push_back(1.0);</div>
<div class="line"><a name="l00958"></a><span class="lineno"> 958</span>&#160; num_removable_constraints_++;</div>
<div class="line"><a name="l00959"></a><span class="lineno"> 959</span>&#160; <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00960"></a><span class="lineno"> 960</span>&#160; <span class="keywordflow">case</span> ConstraintProto::CONSTRAINT_NOT_SET:</div>
<div class="line"><a name="l00961"></a><span class="lineno"> 961</span>&#160; <span class="keywordflow">case</span> ConstraintProto::kInterval:</div>
<div class="line"><a name="l00962"></a><span class="lineno"> 962</span>&#160; <span class="comment">// Removing intervals is not easy because other constraint might require</span></div>
<div class="line"><a name="l00963"></a><span class="lineno"> 963</span>&#160; <span class="comment">// them, so for now, we don&#39;t remove them.</span></div>
<div class="line"><a name="l00964"></a><span class="lineno"> 964</span>&#160; constraint_weights_.push_back(0.0);</div>
<div class="line"><a name="l00965"></a><span class="lineno"> 965</span>&#160; <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00966"></a><span class="lineno"> 966</span>&#160; }</div>
<div class="line"><a name="l00967"></a><span class="lineno"> 967</span>&#160; }</div>
<div class="line"><a name="l00968"></a><span class="lineno"> 968</span>&#160;}</div>
<div class="line"><a name="l00969"></a><span class="lineno"> 969</span>&#160; </div>
<div class="line"><a name="l00970"></a><span class="lineno"> 970</span>&#160;<span class="keywordtype">void</span> WeightedRandomRelaxationNeighborhoodGenerator::</div>
<div class="line"><a name="l00971"></a><span class="lineno"> 971</span>&#160; AdditionalProcessingOnSynchronize(<span class="keyword">const</span> SolveData&amp; solve_data) {</div>
<div class="line"><a name="l00972"></a><span class="lineno"> 972</span>&#160; <span class="keyword">const</span> IntegerValue best_objective_improvement =</div>
<div class="line"><a name="l00973"></a><span class="lineno"> 973</span>&#160; solve_data.new_objective_bound - solve_data.initial_best_objective_bound;</div>
<div class="line"><a name="l00974"></a><span class="lineno"> 974</span>&#160; </div>
<div class="line"><a name="l00975"></a><span class="lineno"> 975</span>&#160; <span class="keyword">const</span> std::vector&lt;int&gt;&amp; removed_constraints =</div>
<div class="line"><a name="l00976"></a><span class="lineno"> 976</span>&#160; removed_constraints_[solve_data.neighborhood_id];</div>
<div class="line"><a name="l00977"></a><span class="lineno"> 977</span>&#160; </div>
<div class="line"><a name="l00978"></a><span class="lineno"> 978</span>&#160; <span class="comment">// Heuristic: We change the weights of the removed constraints if the</span></div>
<div class="line"><a name="l00979"></a><span class="lineno"> 979</span>&#160; <span class="comment">// neighborhood is solved (status is OPTIMAL or INFEASIBLE) or we observe an</span></div>
<div class="line"><a name="l00980"></a><span class="lineno"> 980</span>&#160; <span class="comment">// improvement in objective bounds. Otherwise we assume that the</span></div>
<div class="line"><a name="l00981"></a><span class="lineno"> 981</span>&#160; <span class="comment">// difficulty/time wasn&#39;t right for us to record feedbacks.</span></div>
<div class="line"><a name="l00982"></a><span class="lineno"> 982</span>&#160; <span class="comment">//</span></div>
<div class="line"><a name="l00983"></a><span class="lineno"> 983</span>&#160; <span class="comment">// If the objective bounds are improved, we bump up the weights. If the</span></div>
<div class="line"><a name="l00984"></a><span class="lineno"> 984</span>&#160; <span class="comment">// objective bounds are worse and the problem status is OPTIMAL, we bump down</span></div>
<div class="line"><a name="l00985"></a><span class="lineno"> 985</span>&#160; <span class="comment">// the weights. Otherwise if the new objective bounds are same as current</span></div>
<div class="line"><a name="l00986"></a><span class="lineno"> 986</span>&#160; <span class="comment">// bounds (which happens a lot on some instances), we do not update the</span></div>
<div class="line"><a name="l00987"></a><span class="lineno"> 987</span>&#160; <span class="comment">// weights as we do not have a clear signal whether the constraints removed</span></div>
<div class="line"><a name="l00988"></a><span class="lineno"> 988</span>&#160; <span class="comment">// were good choices or not.</span></div>
<div class="line"><a name="l00989"></a><span class="lineno"> 989</span>&#160; <span class="comment">// TODO(user): We can improve this heuristic with more experiments.</span></div>
<div class="line"><a name="l00990"></a><span class="lineno"> 990</span>&#160; <span class="keywordflow">if</span> (best_objective_improvement &gt; 0) {</div>
<div class="line"><a name="l00991"></a><span class="lineno"> 991</span>&#160; <span class="comment">// Bump up the weights of all removed constraints.</span></div>
<div class="line"><a name="l00992"></a><span class="lineno"> 992</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> c : removed_constraints) {</div>
<div class="line"><a name="l00993"></a><span class="lineno"> 993</span>&#160; <span class="keywordflow">if</span> (constraint_weights_[c] &lt;= 90.0) {</div>
<div class="line"><a name="l00994"></a><span class="lineno"> 994</span>&#160; constraint_weights_[c] += 10.0;</div>
<div class="line"><a name="l00995"></a><span class="lineno"> 995</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00996"></a><span class="lineno"> 996</span>&#160; constraint_weights_[c] = 100.0;</div>
<div class="line"><a name="l00997"></a><span class="lineno"> 997</span>&#160; }</div>
<div class="line"><a name="l00998"></a><span class="lineno"> 998</span>&#160; }</div>
<div class="line"><a name="l00999"></a><span class="lineno"> 999</span>&#160; } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (solve_data.status == <a class="code" href="namespaceoperations__research_1_1data_1_1vbp.html#a4604191fbd84a43686f44c25d7bd0161a2579881e7c83261bc21bafb5a5c92cad">CpSolverStatus::OPTIMAL</a> &amp;&amp;</div>
<div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>&#160; best_objective_improvement &lt; 0) {</div>
<div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160; <span class="comment">// Bump down the weights of all removed constraints.</span></div>
<div class="line"><a name="l01002"></a><span class="lineno"> 1002</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> c : removed_constraints) {</div>
<div class="line"><a name="l01003"></a><span class="lineno"> 1003</span>&#160; <span class="keywordflow">if</span> (constraint_weights_[c] &gt; 0.5) {</div>
<div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>&#160; constraint_weights_[c] -= 0.5;</div>
<div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160; }</div>
<div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160; }</div>
<div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>&#160; }</div>
<div class="line"><a name="l01008"></a><span class="lineno"> 1008</span>&#160; removed_constraints_.erase(solve_data.neighborhood_id);</div>
<div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160;}</div>
<div class="line"><a name="l01010"></a><span class="lineno"> 1010</span>&#160; </div>
<div class="line"><a name="l01011"></a><span class="lineno"><a class="line" href="classoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced"> 1011</a></span>&#160;<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> <a class="code" href="classoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">WeightedRandomRelaxationNeighborhoodGenerator::Generate</a>(</div>
<div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160; <span class="keyword">const</span> CpSolverResponse&amp; initial_solution, <span class="keywordtype">double</span> difficulty,</div>
<div class="line"><a name="l01013"></a><span class="lineno"> 1013</span>&#160; absl::BitGenRef random) {</div>
<div class="line"><a name="l01014"></a><span class="lineno"> 1014</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span> target_size =</div>
<div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160; std::round((1.0 - <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">difficulty</a>) * num_removable_constraints_);</div>
<div class="line"><a name="l01016"></a><span class="lineno"> 1016</span>&#160; </div>
<div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>&#160; std::vector&lt;int&gt; removed_constraints;</div>
<div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160; </div>
<div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>&#160; <span class="comment">// Generate a random number between (0,1) = u[i] and use score[i] =</span></div>
<div class="line"><a name="l01020"></a><span class="lineno"> 1020</span>&#160; <span class="comment">// u[i]^(1/w[i]) and then select top k items with largest scores.</span></div>
<div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>&#160; <span class="comment">// Reference: https://utopia.duth.gr/~pefraimi/research/data/2007EncOfAlg.pdf</span></div>
<div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160; std::vector&lt;std::pair&lt;double, int&gt;&gt; constraint_removal_scores;</div>
<div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160; std::uniform_real_distribution&lt;double&gt; random_var(0.0, 1.0);</div>
<div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> c = 0; c &lt; constraint_weights_.size(); ++c) {</div>
<div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160; <span class="keywordflow">if</span> (constraint_weights_[c] &lt;= 0) <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l01026"></a><span class="lineno"> 1026</span>&#160; <span class="keyword">const</span> <span class="keywordtype">double</span> u = random_var(random);</div>
<div class="line"><a name="l01027"></a><span class="lineno"> 1027</span>&#160; <span class="keyword">const</span> <span class="keywordtype">double</span> score = std::pow(u, (1 / constraint_weights_[c]));</div>
<div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160; constraint_removal_scores.push_back({score, c});</div>
<div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>&#160; }</div>
<div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160; std::sort(constraint_removal_scores.rbegin(),</div>
<div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>&#160; constraint_removal_scores.rend());</div>
<div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; target_size; ++i) {</div>
<div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160; removed_constraints.push_back(constraint_removal_scores[i].second);</div>
<div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160; }</div>
<div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160; </div>
<div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160; <a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html">Neighborhood</a> result = <a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">helper_</a>.<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac0763b7b9e44b9b30e78b9dd4da8e98a">RemoveMarkedConstraints</a>(removed_constraints);</div>
<div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>&#160; </div>
<div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>&#160; absl::MutexLock mutex_lock(&amp;<a class="code" href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a1485e729f641f9670e3f827e5f60d56c">generator_mutex_</a>);</div>
<div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160; result.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#ab1aed7fa271dc86295d16cc730100306">id</a> = next_available_id_;</div>
<div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160; next_available_id_++;</div>
<div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>&#160; removed_constraints_.insert({result.<a class="code" href="structoperations__research_1_1sat_1_1_neighborhood.html#ab1aed7fa271dc86295d16cc730100306">id</a>, removed_constraints});</div>
<div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160; <span class="keywordflow">return</span> result;</div>
<div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160;}</div>
<div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160; </div>
<div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160;} <span class="comment">// namespace sat</span></div>
<div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160;} <span class="comment">// namespace operations_research</span></div>
<div class="ttc" id="aalldiff__cst_8cc_html_a26e6db9bcc64b584051ecc28171ed11f"><div class="ttname"><a href="alldiff__cst_8cc.html#a26e6db9bcc64b584051ecc28171ed11f">max</a></div><div class="ttdeci">int64_t max</div><div class="ttdef"><b>Definition:</b> <a href="alldiff__cst_8cc_source.html#l00140">alldiff_cst.cc:140</a></div></div>
<div class="ttc" id="aalldiff__cst_8cc_html_ad10edae0a852d72fb76afb1c77735045"><div class="ttname"><a href="alldiff__cst_8cc.html#ad10edae0a852d72fb76afb1c77735045">min</a></div><div class="ttdeci">int64_t min</div><div class="ttdef"><b>Definition:</b> <a href="alldiff__cst_8cc_source.html#l00139">alldiff_cst.cc:139</a></div></div>
<div class="ttc" id="abase_2logging_8h_html_a3e1cfef60e774a81f30eaddf26a3a274"><div class="ttname"><a href="base_2logging_8h.html#a3e1cfef60e774a81f30eaddf26a3a274">CHECK</a></div><div class="ttdeci">#define CHECK(condition)</div><div class="ttdef"><b>Definition:</b> <a href="base_2logging_8h_source.html#l00498">base/logging.h:498</a></div></div>
<div class="ttc" id="abase_2logging_8h_html_a4bd2e815ca2f702a4b6aa744b1ff3b82"><div class="ttname"><a href="base_2logging_8h.html#a4bd2e815ca2f702a4b6aa744b1ff3b82">CHECK_LT</a></div><div class="ttdeci">#define CHECK_LT(val1, val2)</div><div class="ttdef"><b>Definition:</b> <a href="base_2logging_8h_source.html#l00708">base/logging.h:708</a></div></div>
<div class="ttc" id="abase_2logging_8h_html_a7c0ce053b28d53aa4eaf3eb7fb71663b"><div class="ttname"><a href="base_2logging_8h.html#a7c0ce053b28d53aa4eaf3eb7fb71663b">CHECK_EQ</a></div><div class="ttdeci">#define CHECK_EQ(val1, val2)</div><div class="ttdef"><b>Definition:</b> <a href="base_2logging_8h_source.html#l00705">base/logging.h:705</a></div></div>
<div class="ttc" id="abase_2logging_8h_html_a7e03ec13560fa94a8fea569960d7efc6"><div class="ttname"><a href="base_2logging_8h.html#a7e03ec13560fa94a8fea569960d7efc6">CHECK_GT</a></div><div class="ttdeci">#define CHECK_GT(val1, val2)</div><div class="ttdef"><b>Definition:</b> <a href="base_2logging_8h_source.html#l00710">base/logging.h:710</a></div></div>
<div class="ttc" id="abase_2logging_8h_html_aae2dc65d9ea248d54bf39daa986dd295"><div class="ttname"><a href="base_2logging_8h.html#aae2dc65d9ea248d54bf39daa986dd295">DCHECK_GE</a></div><div class="ttdeci">#define DCHECK_GE(val1, val2)</div><div class="ttdef"><b>Definition:</b> <a href="base_2logging_8h_source.html#l00897">base/logging.h:897</a></div></div>
<div class="ttc" id="abase_2logging_8h_html_ae17f8119c108cf3070bad3449c7e0006"><div class="ttname"><a href="base_2logging_8h.html#ae17f8119c108cf3070bad3449c7e0006">DCHECK</a></div><div class="ttdeci">#define DCHECK(condition)</div><div class="ttdef"><b>Definition:</b> <a href="base_2logging_8h_source.html#l00892">base/logging.h:892</a></div></div>
<div class="ttc" id="abase_2logging_8h_html_ae4db23f10f5d4aad6d735f5a74cd6f8c"><div class="ttname"><a href="base_2logging_8h.html#ae4db23f10f5d4aad6d735f5a74cd6f8c">CHECK_LE</a></div><div class="ttdeci">#define CHECK_LE(val1, val2)</div><div class="ttdef"><b>Definition:</b> <a href="base_2logging_8h_source.html#l00707">base/logging.h:707</a></div></div>
<div class="ttc" id="abase_2logging_8h_html_afcaa7cadd41741bb855c2ada1d2ef927"><div class="ttname"><a href="base_2logging_8h.html#afcaa7cadd41741bb855c2ada1d2ef927">VLOG</a></div><div class="ttdeci">#define VLOG(verboselevel)</div><div class="ttdef"><b>Definition:</b> <a href="base_2logging_8h_source.html#l00986">base/logging.h:986</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1_adaptive_parameter_value_html_af9bf551154d37f48132472bd0f6dd848"><div class="ttname"><a href="classoperations__research_1_1_adaptive_parameter_value.html#af9bf551154d37f48132472bd0f6dd848">operations_research::AdaptiveParameterValue::Update</a></div><div class="ttdeci">void Update(int num_decreases, int num_increases)</div><div class="ttdef"><b>Definition:</b> <a href="adaptative__parameter__value_8h_source.html#l00058">adaptative_parameter_value.h:58</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1_domain_html"><div class="ttname"><a href="classoperations__research_1_1_domain.html">operations_research::Domain</a></div><div class="ttdoc">We call domain any subset of Int64 = [kint64min, kint64max].</div><div class="ttdef"><b>Definition:</b> <a href="sorted__interval__list_8h_source.html#l00081">sorted_interval_list.h:81</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1_domain_html_a826a01cb8175850ff6e5b833e4689959"><div class="ttname"><a href="classoperations__research_1_1_domain.html#a826a01cb8175850ff6e5b833e4689959">operations_research::Domain::IsFixed</a></div><div class="ttdeci">bool IsFixed() const</div><div class="ttdoc">Returns true iff the domain is reduced to a single value.</div><div class="ttdef"><b>Definition:</b> <a href="sorted__interval__list_8cc_source.html#l00194">sorted_interval_list.cc:194</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1_domain_html_a835826c4c5129b74553042a357a721ff"><div class="ttname"><a href="classoperations__research_1_1_domain.html#a835826c4c5129b74553042a357a721ff">operations_research::Domain::IntersectionWith</a></div><div class="ttdeci">Domain IntersectionWith(const Domain &amp;domain) const</div><div class="ttdoc">Returns the intersection of D and domain.</div><div class="ttdef"><b>Definition:</b> <a href="sorted__interval__list_8cc_source.html#l00284">sorted_interval_list.cc:284</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1_domain_html_a8e12342fc420701fbffd97025421575a"><div class="ttname"><a href="classoperations__research_1_1_domain.html#a8e12342fc420701fbffd97025421575a">operations_research::Domain::IsEmpty</a></div><div class="ttdeci">bool IsEmpty() const</div><div class="ttdoc">Returns true if this is the empty set.</div><div class="ttdef"><b>Definition:</b> <a href="sorted__interval__list_8cc_source.html#l00192">sorted_interval_list.cc:192</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1_shared_time_limit_html"><div class="ttname"><a href="classoperations__research_1_1_shared_time_limit.html">operations_research::SharedTimeLimit</a></div><div class="ttdef"><b>Definition:</b> <a href="time__limit_8h_source.html#l00338">time_limit.h:338</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_consecutive_constraints_relaxation_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_consecutive_constraints_relaxation_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::ConsecutiveConstraintsRelaxationNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00882">cp_model_lns.cc:882</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_constraint_graph_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_constraint_graph_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::ConstraintGraphNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00572">cp_model_lns.cc:572</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html">operations_research::sat::NeighborhoodGeneratorHelper</a></div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00067">cp_model_lns.h:67</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a022e714f3c0cdff0f08e81d8e512684c"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a022e714f3c0cdff0f08e81d8e512684c">operations_research::sat::NeighborhoodGeneratorHelper::VarToConstraint</a></div><div class="ttdeci">const std::vector&lt; std::vector&lt; int &gt; &gt; &amp; VarToConstraint() const ABSL_SHARED_LOCKS_REQUIRED(graph_mutex_)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00146">cp_model_lns.h:146</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a08c018489eb0c4c309f144780ebb8cce"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a08c018489eb0c4c309f144780ebb8cce">operations_research::sat::NeighborhoodGeneratorHelper::NeighborhoodGeneratorHelper</a></div><div class="ttdeci">NeighborhoodGeneratorHelper(CpModelProto const *model_proto, SatParameters const *parameters, SharedResponseManager *shared_response, SharedTimeLimit *shared_time_limit=nullptr, SharedBoundsManager *shared_bounds=nullptr)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00034">cp_model_lns.cc:34</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a0e31a4150ae965379d0f05d51a0c1673"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a0e31a4150ae965379d0f05d51a0c1673">operations_research::sat::NeighborhoodGeneratorHelper::shared_response</a></div><div class="ttdeci">const SharedResponseManager &amp; shared_response() const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00170">cp_model_lns.h:170</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a15cb168917371b5fb2d17b00e640de63"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a15cb168917371b5fb2d17b00e640de63">operations_research::sat::NeighborhoodGeneratorHelper::FullNeighborhood</a></div><div class="ttdeci">Neighborhood FullNeighborhood() const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00226">cp_model_lns.cc:226</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a1e4ba9b4d3bb23e61c0733c71925649a"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a1e4ba9b4d3bb23e61c0733c71925649a">operations_research::sat::NeighborhoodGeneratorHelper::ActiveVariables</a></div><div class="ttdeci">std::vector&lt; int &gt; ActiveVariables() const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00128">cp_model_lns.h:128</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a307d968091a3bddbbce257cca9b79fbb"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a307d968091a3bddbbce257cca9b79fbb">operations_research::sat::NeighborhoodGeneratorHelper::FixAllVariables</a></div><div class="ttdeci">Neighborhood FixAllVariables(const CpSolverResponse &amp;initial_solution) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00348">cp_model_lns.cc:348</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a4c701668fe51d4444b40e6eec5820c89"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a4c701668fe51d4444b40e6eec5820c89">operations_research::sat::NeighborhoodGeneratorHelper::NumActiveVariables</a></div><div class="ttdeci">int NumActiveVariables() const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00135">cp_model_lns.h:135</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a586408c556a6e1732ac80d8df9cdee5b"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a586408c556a6e1732ac80d8df9cdee5b">operations_research::sat::NeighborhoodGeneratorHelper::FixGivenVariables</a></div><div class="ttdeci">Neighborhood FixGivenVariables(const CpSolverResponse &amp;initial_solution, const std::vector&lt; int &gt; &amp;variables_to_fix) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00270">cp_model_lns.cc:270</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a67e2097ff88593dbd0ddc8f393ed9019"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a67e2097ff88593dbd0ddc8f393ed9019">operations_research::sat::NeighborhoodGeneratorHelper::graph_mutex_</a></div><div class="ttdeci">absl::Mutex graph_mutex_</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00179">cp_model_lns.h:179</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a6aef4ca16709a75231ee1691c306c641"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a6aef4ca16709a75231ee1691c306c641">operations_research::sat::NeighborhoodGeneratorHelper::TypeToConstraints</a></div><div class="ttdeci">const absl::Span&lt; const int &gt; TypeToConstraints(ConstraintProto::ConstraintCase type) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00152">cp_model_lns.h:152</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a722dba5a22f807fafa782b85eda60ba7"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a722dba5a22f807fafa782b85eda60ba7">operations_research::sat::NeighborhoodGeneratorHelper::CopyAndFixVariables</a></div><div class="ttdeci">bool CopyAndFixVariables(const CpModelProto &amp;source_model, const absl::flat_hash_set&lt; int &gt; &amp;fixed_variables_set, const CpSolverResponse &amp;initial_solution, CpModelProto *output_model) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00198">cp_model_lns.cc:198</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a8735c6fd1459361aa6696a77f8042bf1"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8735c6fd1459361aa6696a77f8042bf1">operations_research::sat::NeighborhoodGeneratorHelper::RelaxGivenVariables</a></div><div class="ttdeci">Neighborhood RelaxGivenVariables(const CpSolverResponse &amp;initial_solution, const std::vector&lt; int &gt; &amp;relaxed_variables) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00331">cp_model_lns.cc:331</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a8b0ea5233e98dcd85233c074a034fd05"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a8b0ea5233e98dcd85233c074a034fd05">operations_research::sat::NeighborhoodGeneratorHelper::GetActiveIntervals</a></div><div class="ttdeci">std::vector&lt; int &gt; GetActiveIntervals(const CpSolverResponse &amp;initial_solution) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00238">cp_model_lns.cc:238</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_a9f348ae7c22fbaa73b72bc976455ab14"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#a9f348ae7c22fbaa73b72bc976455ab14">operations_research::sat::NeighborhoodGeneratorHelper::ModelProto</a></div><div class="ttdeci">const CpModelProto &amp; ModelProto() const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00167">cp_model_lns.h:167</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_aa1b045e0bf63e7a0075deb32e4c7bd03"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#aa1b045e0bf63e7a0075deb32e4c7bd03">operations_research::sat::NeighborhoodGeneratorHelper::ConstraintToVar</a></div><div class="ttdeci">const std::vector&lt; std::vector&lt; int &gt; &gt; &amp; ConstraintToVar() const ABSL_SHARED_LOCKS_REQUIRED(graph_mutex_)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00142">cp_model_lns.h:142</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_abefd04794ae1f2f60e1fbf1938b8f262"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#abefd04794ae1f2f60e1fbf1938b8f262">operations_research::sat::NeighborhoodGeneratorHelper::IsActive</a></div><div class="ttdeci">bool IsActive(int var) const ABSL_SHARED_LOCKS_REQUIRED(graph_mutex_)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00188">cp_model_lns.cc:188</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_ac0763b7b9e44b9b30e78b9dd4da8e98a"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac0763b7b9e44b9b30e78b9dd4da8e98a">operations_research::sat::NeighborhoodGeneratorHelper::RemoveMarkedConstraints</a></div><div class="ttdeci">Neighborhood RemoveMarkedConstraints(const std::vector&lt; int &gt; &amp;constraints_to_remove) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00321">cp_model_lns.cc:321</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_ac18c0fe53e351d0a5d105b8bc7d53c08"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#ac18c0fe53e351d0a5d105b8bc7d53c08">operations_research::sat::NeighborhoodGeneratorHelper::AddSolutionHinting</a></div><div class="ttdeci">void AddSolutionHinting(const CpSolverResponse &amp;initial_solution, CpModelProto *model_proto) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00303">cp_model_lns.cc:303</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_helper_html_afa21407ae134806ac4337d0b2473b210"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator_helper.html#afa21407ae134806ac4337d0b2473b210">operations_research::sat::NeighborhoodGeneratorHelper::Synchronize</a></div><div class="ttdeci">void Synchronize() override</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00054">cp_model_lns.cc:54</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html">operations_research::sat::NeighborhoodGenerator</a></div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00224">cp_model_lns.h:224</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html_a0c8b86bd60b4fc70cb653a12d50c2ce8"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a0c8b86bd60b4fc70cb653a12d50c2ce8">operations_research::sat::NeighborhoodGenerator::IsRelaxationGenerator</a></div><div class="ttdeci">virtual bool IsRelaxationGenerator() const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00253">cp_model_lns.h:253</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html_a1485e729f641f9670e3f827e5f60d56c"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a1485e729f641f9670e3f827e5f60d56c">operations_research::sat::NeighborhoodGenerator::generator_mutex_</a></div><div class="ttdeci">absl::Mutex generator_mutex_</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00364">cp_model_lns.h:364</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html_a34c45a33de4f8a713e99bbf97d8d08d6"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a34c45a33de4f8a713e99bbf97d8d08d6">operations_research::sat::NeighborhoodGenerator::ReadyToGenerate</a></div><div class="ttdeci">virtual bool ReadyToGenerate() const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00354">cp_model_lns.cc:354</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html_a43616719fac14b34582903ef03d114ac"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a43616719fac14b34582903ef03d114ac">operations_research::sat::NeighborhoodGenerator::difficulty</a></div><div class="ttdeci">double difficulty() const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00339">cp_model_lns.h:339</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html_a46765aa4aca21ce795a7291b85ca7719"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a46765aa4aca21ce795a7291b85ca7719">operations_research::sat::NeighborhoodGenerator::GetUCBScore</a></div><div class="ttdeci">double GetUCBScore(int64_t total_num_calls) const</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00358">cp_model_lns.cc:358</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html_a9ca5b99b3550503ca7bad8418e133156"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#a9ca5b99b3550503ca7bad8418e133156">operations_research::sat::NeighborhoodGenerator::Synchronize</a></div><div class="ttdeci">void Synchronize()</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00365">cp_model_lns.cc:365</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html_ac497558c5257914ba8ffdc4e95e59c21"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#ac497558c5257914ba8ffdc4e95e59c21">operations_research::sat::NeighborhoodGenerator::AdditionalProcessingOnSynchronize</a></div><div class="ttdeci">virtual void AdditionalProcessingOnSynchronize(const SolveData &amp;solve_data)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00360">cp_model_lns.h:360</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_neighborhood_generator_html_acbd503b89d1dc3dd85dfa9e0e5058472"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_neighborhood_generator.html#acbd503b89d1dc3dd85dfa9e0e5058472">operations_research::sat::NeighborhoodGenerator::helper_</a></div><div class="ttdeci">const NeighborhoodGeneratorHelper &amp; helper_</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00363">cp_model_lns.h:363</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_relaxation_induced_neighborhood_generator_html_a18bd97b50e3170dabf1f537e19695054"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_relaxation_induced_neighborhood_generator.html#a18bd97b50e3170dabf1f537e19695054">operations_research::sat::RelaxationInducedNeighborhoodGenerator::ReadyToGenerate</a></div><div class="ttdeci">bool ReadyToGenerate() const override</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00765">cp_model_lns.cc:765</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_relaxation_induced_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_relaxation_induced_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::RelaxationInducedNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00789">cp_model_lns.cc:789</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_scheduling_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_scheduling_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::SchedulingNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00721">cp_model_lns.cc:721</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_scheduling_time_window_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_scheduling_time_window_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::SchedulingTimeWindowNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00732">cp_model_lns.cc:732</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_shared_bounds_manager_html"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_shared_bounds_manager.html">operations_research::sat::SharedBoundsManager</a></div><div class="ttdef"><b>Definition:</b> <a href="synchronization_8h_source.html#l00364">synchronization.h:364</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_shared_bounds_manager_html_af90af356f66a9a677d8d76be3fdd7356"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_shared_bounds_manager.html#af90af356f66a9a677d8d76be3fdd7356">operations_research::sat::SharedBoundsManager::RegisterNewId</a></div><div class="ttdeci">int RegisterNewId()</div><div class="ttdef"><b>Definition:</b> <a href="synchronization_8cc_source.html#l00702">synchronization.cc:702</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_shared_bounds_manager_html_afcfefe147ae58ecfb365be6edf3d1821"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_shared_bounds_manager.html#afcfefe147ae58ecfb365be6edf3d1821">operations_research::sat::SharedBoundsManager::GetChangedBounds</a></div><div class="ttdeci">void GetChangedBounds(int id, std::vector&lt; int &gt; *variables, std::vector&lt; int64_t &gt; *new_lower_bounds, std::vector&lt; int64_t &gt; *new_upper_bounds)</div><div class="ttdef"><b>Definition:</b> <a href="synchronization_8cc_source.html#l00719">synchronization.cc:719</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_shared_incomplete_solution_manager_html_afad444837cdc77c60e71abb9294753b9"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_shared_incomplete_solution_manager.html#afad444837cdc77c60e71abb9294753b9">operations_research::sat::SharedIncompleteSolutionManager::HasNewSolution</a></div><div class="ttdeci">bool HasNewSolution() const</div><div class="ttdef"><b>Definition:</b> <a href="synchronization_8cc_source.html#l00084">synchronization.cc:84</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_shared_response_manager_html"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_shared_response_manager.html">operations_research::sat::SharedResponseManager</a></div><div class="ttdef"><b>Definition:</b> <a href="synchronization_8h_source.html#l00169">synchronization.h:169</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_shared_response_manager_html_a45cf335a09cbaae1337a45d7978d8892"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_shared_response_manager.html#a45cf335a09cbaae1337a45d7978d8892">operations_research::sat::SharedResponseManager::SolutionsRepository</a></div><div class="ttdeci">const SharedSolutionRepository&lt; int64_t &gt; &amp; SolutionsRepository() const</div><div class="ttdef"><b>Definition:</b> <a href="synchronization_8h_source.html#l00280">synchronization.h:280</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_shared_solution_repository_html_a6d2b6f7951b60c786fdbefcbe7c3571f"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_shared_solution_repository.html#a6d2b6f7951b60c786fdbefcbe7c3571f">operations_research::sat::SharedSolutionRepository::NumSolutions</a></div><div class="ttdeci">int NumSolutions() const</div><div class="ttdef"><b>Definition:</b> <a href="synchronization_8h_source.html#l00412">synchronization.h:412</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_simple_constraint_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_simple_constraint_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::SimpleConstraintNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00468">cp_model_lns.cc:468</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_simple_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_simple_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::SimpleNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00460">cp_model_lns.cc:460</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_sub_solver_html"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_sub_solver.html">operations_research::sat::SubSolver</a></div><div class="ttdef"><b>Definition:</b> <a href="subsolver_8h_source.html#l00041">subsolver.h:41</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_variable_graph_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_variable_graph_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::VariableGraphNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00512">cp_model_lns.cc:512</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator_html_a325f8d16767c3a3912e429d856171150"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator.html#a325f8d16767c3a3912e429d856171150">operations_research::sat::WeightedRandomRelaxationNeighborhoodGenerator::WeightedRandomRelaxationNeighborhoodGenerator</a></div><div class="ttdeci">WeightedRandomRelaxationNeighborhoodGenerator(NeighborhoodGeneratorHelper const *helper, const std::string &amp;name)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00917">cp_model_lns.cc:918</a></div></div>
<div class="ttc" id="aclassoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator_html_a8afb8ece44037532a15303d3533bdced"><div class="ttname"><a href="classoperations__research_1_1sat_1_1_weighted_random_relaxation_neighborhood_generator.html#a8afb8ece44037532a15303d3533bdced">operations_research::sat::WeightedRandomRelaxationNeighborhoodGenerator::Generate</a></div><div class="ttdeci">Neighborhood Generate(const CpSolverResponse &amp;initial_solution, double difficulty, absl::BitGenRef random) final</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l01011">cp_model_lns.cc:1011</a></div></div>
<div class="ttc" id="acp__model_8pb_8h_html"><div class="ttname"><a href="cp__model_8pb_8h.html">cp_model.pb.h</a></div></div>
<div class="ttc" id="acp__model__fz__solver_8cc_html_a10a1eab179b472c030bdc2a2efef7219"><div class="ttname"><a href="cp__model__fz__solver_8cc.html#a10a1eab179b472c030bdc2a2efef7219">parameters</a></div><div class="ttdeci">SatParameters parameters</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__fz__solver_8cc_source.html#l00108">cp_model_fz_solver.cc:108</a></div></div>
<div class="ttc" id="acp__model__lns_8h_html"><div class="ttname"><a href="cp__model__lns_8h.html">cp_model_lns.h</a></div></div>
<div class="ttc" id="acp__model__loader_8h_html"><div class="ttname"><a href="cp__model__loader_8h.html">cp_model_loader.h</a></div></div>
<div class="ttc" id="acp__model__solver_8cc_html_a6ac76d8a372013f67c4973012948ec84"><div class="ttname"><a href="cp__model__solver_8cc.html#a6ac76d8a372013f67c4973012948ec84">model_proto</a></div><div class="ttdeci">CpModelProto const * model_proto</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__solver_8cc_source.html#l02150">cp_model_solver.cc:2150</a></div></div>
<div class="ttc" id="acp__model__utils_8h_html"><div class="ttname"><a href="cp__model__utils_8h.html">cp_model_utils.h</a></div></div>
<div class="ttc" id="adefault__search_8cc_html_ac673bc430bdc3fdaa09f7becf98ef267"><div class="ttname"><a href="default__search_8cc.html#ac673bc430bdc3fdaa09f7becf98ef267">name</a></div><div class="ttdeci">const std::string name</div><div class="ttdef"><b>Definition:</b> <a href="default__search_8cc_source.html#l00813">default_search.cc:813</a></div></div>
<div class="ttc" id="ademon__profiler_8cc_html_a05da18ca9c7b657a4a6ea24e07c9b695"><div class="ttname"><a href="demon__profiler_8cc.html#a05da18ca9c7b657a4a6ea24e07c9b695">ct</a></div><div class="ttdeci">const Constraint * ct</div><div class="ttdef"><b>Definition:</b> <a href="demon__profiler_8cc_source.html#l00043">demon_profiler.cc:43</a></div></div>
<div class="ttc" id="ademon__profiler_8cc_html_ac072af30c4ffbc834bb4c681f6ecb514"><div class="ttname"><a href="demon__profiler_8cc.html#ac072af30c4ffbc834bb4c681f6ecb514">value</a></div><div class="ttdeci">int64_t value</div><div class="ttdef"><b>Definition:</b> <a href="demon__profiler_8cc_source.html#l00044">demon_profiler.cc:44</a></div></div>
<div class="ttc" id="aexpr__array_8cc_html_a472a99923cbe11ae7b5a5d157d9ad465"><div class="ttname"><a href="expr__array_8cc.html#a472a99923cbe11ae7b5a5d157d9ad465">var</a></div><div class="ttdeci">IntVar * var</div><div class="ttdef"><b>Definition:</b> <a href="expr__array_8cc_source.html#l01874">expr_array.cc:1874</a></div></div>
<div class="ttc" id="ainteger_8h_html"><div class="ttname"><a href="integer_8h.html">integer.h</a></div></div>
<div class="ttc" id="alinear__programming__constraint_8h_html"><div class="ttname"><a href="linear__programming__constraint_8h.html">linear_programming_constraint.h</a></div></div>
<div class="ttc" id="amacros_8h_html_a7f536a3b33f9bed8f75734e035d30725"><div class="ttname"><a href="macros_8h.html#a7f536a3b33f9bed8f75734e035d30725">DEBUG_MODE</a></div><div class="ttdeci">const bool DEBUG_MODE</div><div class="ttdef"><b>Definition:</b> <a href="macros_8h_source.html#l00024">macros.h:24</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1data_1_1vbp_html_a4604191fbd84a43686f44c25d7bd0161a2579881e7c83261bc21bafb5a5c92cad"><div class="ttname"><a href="namespaceoperations__research_1_1data_1_1vbp.html#a4604191fbd84a43686f44c25d7bd0161a2579881e7c83261bc21bafb5a5c92cad">operations_research::data::vbp::OPTIMAL</a></div><div class="ttdeci">@ OPTIMAL</div><div class="ttdef"><b>Definition:</b> <a href="vector__bin__packing_8pb_8h_source.html#l00088">vector_bin_packing.pb.h:88</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1data_1_1vbp_html_a4604191fbd84a43686f44c25d7bd0161a2884fa43446c0cbc9c7a9b74d41d7483"><div class="ttname"><a href="namespaceoperations__research_1_1data_1_1vbp.html#a4604191fbd84a43686f44c25d7bd0161a2884fa43446c0cbc9c7a9b74d41d7483">operations_research::data::vbp::INFEASIBLE</a></div><div class="ttdeci">@ INFEASIBLE</div><div class="ttdef"><b>Definition:</b> <a href="vector__bin__packing_8pb_8h_source.html#l00090">vector_bin_packing.pb.h:90</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1math__opt_html_a5de89a1f6e3f80a49a0d76136d8044e2"><div class="ttname"><a href="namespaceoperations__research_1_1math__opt.html#a5de89a1f6e3f80a49a0d76136d8044e2">operations_research::math_opt::swap</a></div><div class="ttdeci">void swap(IdMap&lt; K, V &gt; &amp;a, IdMap&lt; K, V &gt; &amp;b)</div><div class="ttdef"><b>Definition:</b> <a href="id__map_8h_source.html#l00263">id_map.h:263</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_a1d467595ed8fe5b85dc95328ee1c2770"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#a1d467595ed8fe5b85dc95328ee1c2770">operations_research::sat::UsedVariables</a></div><div class="ttdeci">std::vector&lt; int &gt; UsedVariables(const ConstraintProto &amp;ct)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__utils_8cc_source.html#l00461">cp_model_utils.cc:461</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_a217338425de4389014563f1f24331713"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#a217338425de4389014563f1f24331713">operations_research::sat::RefIsPositive</a></div><div class="ttdeci">bool RefIsPositive(int ref)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__utils_8h_source.html#l00036">cp_model_utils.h:36</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_a217ba4c51953c701a68d6572d79801f1"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#a217ba4c51953c701a68d6572d79801f1">operations_research::sat::UsedIntervals</a></div><div class="ttdeci">std::vector&lt; int &gt; UsedIntervals(const ConstraintProto &amp;ct)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__utils_8cc_source.html#l00476">cp_model_utils.cc:476</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_a46540a899ab5e8fe1b55e12da55cbbe0"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#a46540a899ab5e8fe1b55e12da55cbbe0">operations_research::sat::DomainInProtoContains</a></div><div class="ttdeci">bool DomainInProtoContains(const ProtoWithDomain &amp;proto, int64_t value)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__utils_8h_source.html#l00084">cp_model_utils.h:84</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_a901c19b12842f8af153e588a689a90b5"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#a901c19b12842f8af153e588a689a90b5">operations_research::sat::FillDomainInProto</a></div><div class="ttdeci">void FillDomainInProto(const Domain &amp;domain, ProtoWithDomain *proto)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__utils_8h_source.html#l00093">cp_model_utils.h:93</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_ab1240060466ba48a36a4b36379bce26a"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#ab1240060466ba48a36a4b36379bce26a">operations_research::sat::ReadDomainFromProto</a></div><div class="ttdeci">Domain ReadDomainFromProto(const ProtoWithDomain &amp;proto)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__utils_8h_source.html#l00104">cp_model_utils.h:104</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_acdbc8ad33149d45a6e6fcd8b72fd68ed"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#acdbc8ad33149d45a6e6fcd8b72fd68ed">operations_research::sat::PositiveRef</a></div><div class="ttdeci">int PositiveRef(int ref)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__utils_8h_source.html#l00035">cp_model_utils.h:35</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_ad57491858f7814f0a03845022b6de35e"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#ad57491858f7814f0a03845022b6de35e">operations_research::sat::GenerateSchedulingNeighborhoodForRelaxation</a></div><div class="ttdeci">Neighborhood GenerateSchedulingNeighborhoodForRelaxation(const absl::Span&lt; const int &gt; intervals_to_relax, const CpSolverResponse &amp;initial_solution, const NeighborhoodGeneratorHelper &amp;helper)</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8cc_source.html#l00630">cp_model_lns.cc:630</a></div></div>
<div class="ttc" id="anamespaceoperations__research_1_1sat_html_aeef49408603258c45118e0ca3394442c"><div class="ttname"><a href="namespaceoperations__research_1_1sat.html#aeef49408603258c45118e0ca3394442c">operations_research::sat::GetRINSNeighborhood</a></div><div class="ttdeci">RINSNeighborhood GetRINSNeighborhood(const SharedResponseManager *response_manager, const SharedRelaxationSolutionRepository *relaxation_solutions, const SharedLPSolutionRepository *lp_solutions, SharedIncompleteSolutionManager *incomplete_solutions, absl::BitGenRef random)</div><div class="ttdef"><b>Definition:</b> <a href="rins_8cc_source.html#l00100">rins.cc:100</a></div></div>
<div class="ttc" id="anamespaceoperations__research_html"><div class="ttname"><a href="namespaceoperations__research.html">operations_research</a></div><div class="ttdoc">Collection of objects used to extend the Constraint Solver library.</div><div class="ttdef"><b>Definition:</b> <a href="dense__doubly__linked__list_8h_source.html#l00021">dense_doubly_linked_list.h:21</a></div></div>
<div class="ttc" id="anamespaceoperations__research_html_a4a43d435871f16c321861fa5de32df82"><div class="ttname"><a href="namespaceoperations__research.html#a4a43d435871f16c321861fa5de32df82">operations_research::CapSub</a></div><div class="ttdeci">int64_t CapSub(int64_t x, int64_t y)</div><div class="ttdef"><b>Definition:</b> <a href="saturated__arithmetic_8h_source.html#l00156">saturated_arithmetic.h:156</a></div></div>
<div class="ttc" id="aresource_8cc_html_af92a8383a05fdf586a52263d358f5ada"><div class="ttname"><a href="resource_8cc.html#af92a8383a05fdf586a52263d358f5ada">interval</a></div><div class="ttdeci">IntervalVar * interval</div><div class="ttdef"><b>Definition:</b> <a href="resource_8cc_source.html#l00100">resource.cc:100</a></div></div>
<div class="ttc" id="arins_8h_html"><div class="ttname"><a href="rins_8h.html">rins.h</a></div></div>
<div class="ttc" id="asaturated__arithmetic_8h_html"><div class="ttname"><a href="saturated__arithmetic_8h.html">saturated_arithmetic.h</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_neighborhood_generator_1_1_solve_data_html"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_neighborhood_generator_1_1_solve_data.html">operations_research::sat::NeighborhoodGenerator::SolveData</a></div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00266">cp_model_lns.h:266</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_neighborhood_html"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_neighborhood.html">operations_research::sat::Neighborhood</a></div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00035">cp_model_lns.h:35</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_neighborhood_html_a04d448b3000c058b67ad17541473a317"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_neighborhood.html#a04d448b3000c058b67ad17541473a317">operations_research::sat::Neighborhood::is_generated</a></div><div class="ttdeci">bool is_generated</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00037">cp_model_lns.h:37</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_neighborhood_html_a44b6866eda48febe9f81e0a941caf8ce"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_neighborhood.html#a44b6866eda48febe9f81e0a941caf8ce">operations_research::sat::Neighborhood::constraints_to_ignore</a></div><div class="ttdeci">std::vector&lt; int &gt; constraints_to_ignore</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00048">cp_model_lns.h:48</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_neighborhood_html_a8e672808c179f95cf4c626aef798bbc7"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_neighborhood.html#a8e672808c179f95cf4c626aef798bbc7">operations_research::sat::Neighborhood::is_reduced</a></div><div class="ttdeci">bool is_reduced</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00041">cp_model_lns.h:41</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_neighborhood_html_a9229601d319030879a64b25531c8a411"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_neighborhood.html#a9229601d319030879a64b25531c8a411">operations_research::sat::Neighborhood::delta</a></div><div class="ttdeci">CpModelProto delta</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00047">cp_model_lns.h:47</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_neighborhood_html_aaed94da4e4845ead42773bd4468a8899"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_neighborhood.html#aaed94da4e4845ead42773bd4468a8899">operations_research::sat::Neighborhood::source_info</a></div><div class="ttdeci">std::string source_info</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00058">cp_model_lns.h:58</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_neighborhood_html_ab1aed7fa271dc86295d16cc730100306"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_neighborhood.html#ab1aed7fa271dc86295d16cc730100306">operations_research::sat::Neighborhood::id</a></div><div class="ttdeci">int64_t id</div><div class="ttdef"><b>Definition:</b> <a href="cp__model__lns_8h_source.html#l00054">cp_model_lns.h:54</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_r_i_n_s_neighborhood_html"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_r_i_n_s_neighborhood.html">operations_research::sat::RINSNeighborhood</a></div><div class="ttdef"><b>Definition:</b> <a href="rins_8h_source.html#l00057">rins.h:57</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_r_i_n_s_neighborhood_html_a5d9d48f7fccd7a170af97ed1da2393f3"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_r_i_n_s_neighborhood.html#a5d9d48f7fccd7a170af97ed1da2393f3">operations_research::sat::RINSNeighborhood::fixed_vars</a></div><div class="ttdeci">std::vector&lt; std::pair&lt; int, int64_t &gt; &gt; fixed_vars</div><div class="ttdef"><b>Definition:</b> <a href="rins_8h_source.html#l00059">rins.h:59</a></div></div>
<div class="ttc" id="astructoperations__research_1_1sat_1_1_r_i_n_s_neighborhood_html_ab3c025953129f4798b0fe2eb84e95d6b"><div class="ttname"><a href="structoperations__research_1_1sat_1_1_r_i_n_s_neighborhood.html#ab3c025953129f4798b0fe2eb84e95d6b">operations_research::sat::RINSNeighborhood::reduced_domain_vars</a></div><div class="ttdeci">std::vector&lt; std::pair&lt; int, std::pair&lt; int64_t, int64_t &gt; &gt; &gt; reduced_domain_vars</div><div class="ttdef"><b>Definition:</b> <a href="rins_8h_source.html#l00062">rins.h:62</a></div></div>
<div class="ttc" id="asynchronization_8h_html"><div class="ttname"><a href="synchronization_8h.html">synchronization.h</a></div></div>
<div class="ttc" id="avlog__is__on_8h_html_a956152cad330225654d128f35c00efce"><div class="ttname"><a href="vlog__is__on_8h.html#a956152cad330225654d128f35c00efce">VLOG_IS_ON</a></div><div class="ttdeci">#define VLOG_IS_ON(verboselevel)</div><div class="ttdef"><b>Definition:</b> <a href="vlog__is__on_8h_source.html#l00041">vlog_is_on.h:41</a></div></div>
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