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<a href="lp__data__utils_8h.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="comment">// Utility helpers for manipulating LinearProgram and other types defined in</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment">// lp_data.</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;</div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="preprocessor">#ifndef OR_TOOLS_LP_DATA_LP_DATA_UTILS_H_</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="preprocessor">#define OR_TOOLS_LP_DATA_LP_DATA_UTILS_H_</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;</div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="parameters_8pb_8h.html">ortools/glop/parameters.pb.h</a>&quot;</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="lp__data_8h.html">ortools/lp_data/lp_data.h</a>&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="lp__types_8h.html">ortools/lp_data/lp_types.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="matrix__scaler_8h.html">ortools/lp_data/matrix_scaler.h</a>&quot;</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespaceoperations__research.html">operations_research</a> {</div><div class="line"
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_ae0ddb9c84ad007d6014a40cbfc7104d8"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#ae0ddb9c84ad007d6014a40cbfc7104d8">operations_research::glop::LpScalingHelper::ScaleDualValue</a></div><div class="ttdeci">Fractional ScaleDualValue(RowIndex row, Fractional value) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00108">lp_data_utils.cc:108</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_afa3b3aeb098e0a00b20baf16999c68c9"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#afa3b3aeb098e0a00b20baf16999c68c9">operations_research::glop::LpScalingHelper::ObjectiveScalingFactor</a></div><div class="ttdeci">Fractional ObjectiveScalingFactor() const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8h_source.html#l00091">lp_data_utils.h:91</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_ad59ff81132bc4f1ac9759c7bf20e6964"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#ad59ff81132bc4f1ac9759c7bf20e6964">operations_research::glop::LpScalingHelper::UnscaleDualValue</a></div><div class="ttdeci">Fractional UnscaleDualValue(RowIndex row, Fractional value) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00132">lp_data_utils.cc:132</a></div></div>
<div class="ttc" id="namespaceoperations__research_1_1glop_html_ac9c215aa509854e985e62d8cdf0a33cc"><div class="ttname"><a href="namespaceoperations__research_1_1glop.html#ac9c215aa509854e985e62d8cdf0a33cc">operations_research::glop::Scale</a></div><div class="ttdeci">void Scale(LinearProgram *lp, SparseMatrixScaler *scaler)</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00052">lp_data_utils.cc:52</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_aaf4b73351a4b8c368c8dcfd4832f4250"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#aaf4b73351a4b8c368c8dcfd4832f4250">operations_research::glop::LpScalingHelper::UnscaleColumnRightSolve</a></div><div class="ttdeci">void UnscaleColumnRightSolve(const RowToColMapping &amp;basis, ColIndex col, ScatteredColumn *right_inverse) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00163">lp_data_utils.cc:163</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html">operations_research::glop::LpScalingHelper</a></div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8h_source.html#l00051">lp_data_utils.h:51</a></div></div>
<div class="ttc" id="markowitz_8cc_html_aa9d6c98fdf8d89b0e2321fda02adc82c"><div class="ttname"><a href="markowitz_8cc.html#aa9d6c98fdf8d89b0e2321fda02adc82c">col</a></div><div class="ttdeci">ColIndex col</div><div class="ttdef"><b>Definition:</b> <a href="markowitz_8cc_source.html#l00183">markowitz.cc:183</a></div></div>
<div class="ttc" id="namespaceoperations__research_1_1glop_html_a733947145e3e1631165b618b05c9ccb7"><div class="ttname"><a href="namespaceoperations__research_1_1glop.html#a733947145e3e1631165b618b05c9ccb7">operations_research::glop::Fractional</a></div><div class="ttdeci">double Fractional</div><div class="ttdef"><b>Definition:</b> <a href="lp__types_8h_source.html#l00078">lp_types.h:78</a></div></div>
<div class="ttc" id="markowitz_8cc_html_aea35f36ba98d5bbd8d033382f50c9e52"><div class="ttname"><a href="markowitz_8cc.html#aea35f36ba98d5bbd8d033382f50c9e52">row</a></div><div class="ttdeci">RowIndex row</div><div class="ttdef"><b>Definition:</b> <a href="markowitz_8cc_source.html#l00182">markowitz.cc:182</a></div></div>
<div class="ttc" id="namespaceoperations__research_1_1glop_html_abd4b14641c2dbc6319f036237a8c696c"><div class="ttname"><a href="namespaceoperations__research_1_1glop.html#abd4b14641c2dbc6319f036237a8c696c">operations_research::glop::ComputeSlackVariablesValues</a></div><div class="ttdeci">void ComputeSlackVariablesValues(const LinearProgram &amp;linear_program, DenseRow *values)</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00019">lp_data_utils.cc:19</a></div></div>
<div class="ttc" id="parameters_8pb_8h_html"><div class="ttname"><a href="parameters_8pb_8h.html">parameters.pb.h</a></div></div>
<div class="ttc" id="structoperations__research_1_1glop_1_1_scattered_row_html"><div class="ttname"><a href="structoperations__research_1_1glop_1_1_scattered_row.html">operations_research::glop::ScatteredRow</a></div><div class="ttdef"><b>Definition:</b> <a href="scattered__vector_8h_source.html#l00198">scattered_vector.h:198</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_a5eb3e38eae8f5143d627e8c85aff8cd7"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#a5eb3e38eae8f5143d627e8c85aff8cd7">operations_research::glop::LpScalingHelper::VariableScalingFactor</a></div><div class="ttdeci">Fractional VariableScalingFactor(ColIndex col) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00091">lp_data_utils.cc:91</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_a60d41c66b603be0ec7517d437e5c63ec"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#a60d41c66b603be0ec7517d437e5c63ec">operations_research::glop::LpScalingHelper::UnscaleVariableValue</a></div><div class="ttdeci">Fractional UnscaleVariableValue(ColIndex col, Fractional value) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00120">lp_data_utils.cc:120</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_a5900cbf4a54c8bb22b36ea1339527bb1"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#a5900cbf4a54c8bb22b36ea1339527bb1">operations_research::glop::LpScalingHelper::ScaleVariableValue</a></div><div class="ttdeci">Fractional ScaleVariableValue(ColIndex col, Fractional value) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00097">lp_data_utils.cc:97</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_aa71d36872f416feaa853788a7a7a7ef8"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#aa71d36872f416feaa853788a7a7a7ef8">operations_research::glop::LpScalingHelper::Clear</a></div><div class="ttdeci">void Clear()</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00085">lp_data_utils.cc:85</a></div></div>
<div class="ttc" id="matrix__scaler_8h_html"><div class="ttname"><a href="matrix__scaler_8h.html">matrix_scaler.h</a></div></div>
<div class="ttc" id="lp__data_8h_html"><div class="ttname"><a href="lp__data_8h.html">lp_data.h</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_a81f7bb96d3d5e616410cca59f13eba73"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#a81f7bb96d3d5e616410cca59f13eba73">operations_research::glop::LpScalingHelper::UnscaleUnitRowLeftSolve</a></div><div class="ttdeci">void UnscaleUnitRowLeftSolve(ColIndex basis_col, ScatteredRow *left_inverse) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00144">lp_data_utils.cc:144</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_strict_i_t_i_vector_html"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_strict_i_t_i_vector.html">operations_research::glop::StrictITIVector&lt; RowIndex, ColIndex &gt;</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_adfdef00e17a2e0795dce8399a0ccb5fa"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#adfdef00e17a2e0795dce8399a0ccb5fa">operations_research::glop::LpScalingHelper::UnscaleConstraintActivity</a></div><div class="ttdeci">Fractional UnscaleConstraintActivity(RowIndex row, Fractional value) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00138">lp_data_utils.cc:138</a></div></div>
<div class="ttc" id="structoperations__research_1_1glop_1_1_scattered_column_html"><div class="ttname"><a href="structoperations__research_1_1glop_1_1_scattered_column.html">operations_research::glop::ScatteredColumn</a></div><div class="ttdef"><b>Definition:</b> <a href="scattered__vector_8h_source.html#l00196">scattered_vector.h:196</a></div></div>
<div class="ttc" id="namespaceoperations__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="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_a7bda8ecfedb49d8fe3fa3868b49b1588"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#a7bda8ecfedb49d8fe3fa3868b49b1588">operations_research::glop::LpScalingHelper::UnscaleReducedCost</a></div><div class="ttdeci">Fractional UnscaleReducedCost(ColIndex col, Fractional value) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00126">lp_data_utils.cc:126</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_glop_parameters_html_ab5c256b3d6388f8315eef4ced70ef16b"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_glop_parameters.html#ab5c256b3d6388f8315eef4ced70ef16b">operations_research::glop::GlopParameters::ScalingAlgorithm</a></div><div class="ttdeci">GlopParameters_ScalingAlgorithm ScalingAlgorithm</div><div class="ttdef"><b>Definition:</b> <a href="parameters_8pb_8h_source.html#l00313">parameters.pb.h:313</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_a413b089a14c4775faeeee6976f09ea55"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#a413b089a14c4775faeeee6976f09ea55">operations_research::glop::LpScalingHelper::ScaleConstraintActivity</a></div><div class="ttdeci">Fractional ScaleConstraintActivity(RowIndex row, Fractional value) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00114">lp_data_utils.cc:114</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_adaf2c1398017103f1ada5297a1a4f259"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#adaf2c1398017103f1ada5297a1a4f259">operations_research::glop::LpScalingHelper::ScaleReducedCost</a></div><div class="ttdeci">Fractional ScaleReducedCost(ColIndex col, Fractional value) const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00102">lp_data_utils.cc:102</a></div></div>
<div class="ttc" id="lp__types_8h_html"><div class="ttname"><a href="lp__types_8h.html">lp_types.h</a></div></div>
<div class="ttc" id="namespaceoperations__research_1_1glop_html_a4dc8ae0f97c4110f3cc770715b2bbd12"><div class="ttname"><a href="namespaceoperations__research_1_1glop.html#a4dc8ae0f97c4110f3cc770715b2bbd12">operations_research::glop::DenseRow</a></div><div class="ttdeci">StrictITIVector&lt; ColIndex, Fractional &gt; DenseRow</div><div class="ttdef"><b>Definition:</b> <a href="lp__types_8h_source.html#l00303">lp_types.h:303</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_glop_parameters_html"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_glop_parameters.html">operations_research::glop::GlopParameters</a></div><div class="ttdef"><b>Definition:</b> <a href="parameters_8pb_8h_source.html#l00194">parameters.pb.h:194</a></div></div>
<div class="ttc" id="demon__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="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_aebb7e49f74b955d92d0ac64c45ecc4d1"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#aebb7e49f74b955d92d0ac64c45ecc4d1">operations_research::glop::LpScalingHelper::BoundsScalingFactor</a></div><div class="ttdeci">Fractional BoundsScalingFactor() const</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8h_source.html#l00087">lp_data_utils.h:87</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_sparse_matrix_scaler_html"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_sparse_matrix_scaler.html">operations_research::glop::SparseMatrixScaler</a></div><div class="ttdef"><b>Definition:</b> <a href="matrix__scaler_8h_source.html#l00078">matrix_scaler.h:78</a></div></div>
<div class="ttc" id="classoperations__research_1_1glop_1_1_lp_scaling_helper_html_a306cb123e8da242a6daf1c397dfe6e73"><div class="ttname"><a href="classoperations__research_1_1glop_1_1_lp_scaling_helper.html#a306cb123e8da242a6daf1c397dfe6e73">operations_research::glop::LpScalingHelper::Scale</a></div><div class="ttdeci">void Scale(LinearProgram *lp)</div><div class="ttdef"><b>Definition:</b> <a href="lp__data__utils_8cc_source.html#l00076">lp_data_utils.cc:76</a></div></div>
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