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< a href = "hungarian__test_8cc.html" > Go to the documentation of this file.< / a > < div class = "fragment" > < div class = "line" > < a id = "l00001" name = "l00001" > < / a > < span class = "lineno" > 1< / span > < span class = "comment" > // Copyright 2010-2021 Google LLC< / span > < / div >
< div class = "line" > < a id = "l00002" name = "l00002" > < / a > < span class = "lineno" > 2< / span > < span class = "comment" > // Licensed under the Apache License, Version 2.0 (the " License" );< / span > < / div >
< div class = "line" > < a id = "l00003" name = "l00003" > < / a > < span class = "lineno" > 3< / span > < span class = "comment" > // you may not use this file except in compliance with the License.< / span > < / div >
< div class = "line" > < a id = "l00004" name = "l00004" > < / a > < span class = "lineno" > 4< / span > < span class = "comment" > // You may obtain a copy of the License at< / span > < / div >
< div class = "line" > < a id = "l00005" name = "l00005" > < / a > < span class = "lineno" > 5< / span > < span class = "comment" > //< / span > < / div >
< div class = "line" > < a id = "l00006" name = "l00006" > < / a > < span class = "lineno" > 6< / span > < span class = "comment" > // http://www.apache.org/licenses/LICENSE-2.0< / span > < / div >
< div class = "line" > < a id = "l00007" name = "l00007" > < / a > < span class = "lineno" > 7< / span > < span class = "comment" > //< / span > < / div >
< div class = "line" > < a id = "l00008" name = "l00008" > < / a > < span class = "lineno" > 8< / span > < span class = "comment" > // Unless required by applicable law or agreed to in writing, software< / span > < / div >
< div class = "line" > < a id = "l00009" name = "l00009" > < / a > < span class = "lineno" > 9< / span > < span class = "comment" > // distributed under the License is distributed on an " AS IS" BASIS,< / span > < / div >
< div class = "line" > < a id = "l00010" name = "l00010" > < / a > < span class = "lineno" > 10< / span > < span class = "comment" > // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.< / span > < / div >
< div class = "line" > < a id = "l00011" name = "l00011" > < / a > < span class = "lineno" > 11< / span > < span class = "comment" > // See the License for the specific language governing permissions and< / span > < / div >
< div class = "line" > < a id = "l00012" name = "l00012" > < / a > < span class = "lineno" > 12< / span > < span class = "comment" > // limitations under the License.< / span > < / div >
< div class = "line" > < a id = "l00013" name = "l00013" > < / a > < span class = "lineno" > 13< / span > < / div >
< div class = "line" > < a id = "l00014" name = "l00014" > < / a > < span class = "lineno" > 14< / span > < span class = "comment" > // Test file for hungarian.h< / span > < / div >
< div class = "line" > < a id = "l00015" name = "l00015" > < / a > < span class = "lineno" > 15< / span > < / div >
< div class = "line" > < a id = "l00016" name = "l00016" > < / a > < span class = "lineno" > 16< / span > < span class = "preprocessor" > #include " < a class = "code" href = "hungarian_8h.html" > ortools/algorithms/hungarian.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00017" name = "l00017" > < / a > < span class = "lineno" > 17< / span > < / div >
< div class = "line" > < a id = "l00018" name = "l00018" > < / a > < span class = "lineno" > 18< / span > < span class = "preprocessor" > #include < cstdint> < / span > < / div >
< div class = "line" > < a id = "l00019" name = "l00019" > < / a > < span class = "lineno" > 19< / span > < / div >
< div class = "line" > < a id = "l00020" name = "l00020" > < / a > < span class = "lineno" > 20< / span > < span class = "preprocessor" > #include " absl/container/flat_hash_map.h" < / span > < / div >
< div class = "line" > < a id = "l00021" name = "l00021" > < / a > < span class = "lineno" > 21< / span > < span class = "preprocessor" > #include " gtest/gtest.h" < / span > < / div >
< div class = "line" > < a id = "l00022" name = "l00022" > < / a > < span class = "lineno" > 22< / span > < span class = "preprocessor" > #include " < a class = "code" href = "integral__types_8h.html" > ortools/base/integral_types.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00023" name = "l00023" > < / a > < span class = "lineno" > 23< / span > < span class = "preprocessor" > #include " < a class = "code" href = "macros_8h.html" > ortools/base/macros.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00024" name = "l00024" > < / a > < span class = "lineno" > 24< / span > < span class = "preprocessor" > #include " < a class = "code" href = "map__util_8h.html" > ortools/base/map_util.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00025" name = "l00025" > < / a > < span class = "lineno" > 25< / span > < / div >
< div class = "line" > < a id = "l00026" name = "l00026" > < / a > < span class = "lineno" > 26< / span > < span class = "keyword" > namespace < / span > < a class = "code hl_namespace" href = "namespaceoperations__research.html" > operations_research< / a > {< / div >
< div class = "line" > < a id = "l00027" name = "l00027" > < / a > < span class = "lineno" > 27< / span > < / div >
< div class = "line" > < a id = "l00028" name = "l00028" > < / a > < span class = "lineno" > 28< / span > < span class = "comment" > // Generic check function that checks consistency of a linear assignment< / span > < / div >
< div class = "line" > < a id = "l00029" name = "l00029" > < / a > < span class = "lineno" > 29< / span > < span class = "comment" > // result as well as whether the result is the expected one.< / span > < / div >
< div class = "line" > < a id = "l00030" name = "l00030" > < / a > < span class = "lineno" > 30< / span > < / div >
< div class = "line" > < a id = "l00031" name = "l00031" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#aaa8d9a49b1a63a8931a9d542c26b62d8" > 31< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#aaa8d9a49b1a63a8931a9d542c26b62d8" > GenericCheck< / a > (< span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_assignment_size,< / div >
< div class = "line" > < a id = "l00032" name = "l00032" > < / a > < span class = "lineno" > 32< / span > < span class = "keyword" > const< / span > absl::flat_hash_map< int, int> & direct_assignment,< / div >
< div class = "line" > < a id = "l00033" name = "l00033" > < / a > < span class = "lineno" > 33< / span > < span class = "keyword" > const< / span > absl::flat_hash_map< int, int> & reverse_assignment,< / div >
< div class = "line" > < a id = "l00034" name = "l00034" > < / a > < span class = "lineno" > 34< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents[], < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks[]) {< / div >
< div class = "line" > < a id = "l00035" name = "l00035" > < / a > < span class = "lineno" > 35< / span > EXPECT_EQ(expected_assignment_size, direct_assignment.size());< / div >
< div class = "line" > < a id = "l00036" name = "l00036" > < / a > < span class = "lineno" > 36< / span > EXPECT_EQ(expected_assignment_size, reverse_assignment.size());< / div >
< div class = "line" > < a id = "l00037" name = "l00037" > < / a > < span class = "lineno" > 37< / span > < span class = "keywordflow" > for< / span > (< span class = "keywordtype" > int< / span > i = 0; i < expected_assignment_size; ++i) {< / div >
< div class = "line" > < a id = "l00038" name = "l00038" > < / a > < span class = "lineno" > 38< / span > EXPECT_EQ(< a class = "code hl_function" href = "namespacegtl.html#a73f41ac11336b94768fdd41594153d59" > gtl::FindOrDie< / a > (direct_assignment, expected_agents[i]),< / div >
< div class = "line" > < a id = "l00039" name = "l00039" > < / a > < span class = "lineno" > 39< / span > expected_tasks[i]);< / div >
< div class = "line" > < a id = "l00040" name = "l00040" > < / a > < span class = "lineno" > 40< / span > EXPECT_EQ(< a class = "code hl_function" href = "namespacegtl.html#a73f41ac11336b94768fdd41594153d59" > gtl::FindOrDie< / a > (reverse_assignment, expected_tasks[i]),< / div >
< div class = "line" > < a id = "l00041" name = "l00041" > < / a > < span class = "lineno" > 41< / span > expected_agents[i]);< / div >
< div class = "line" > < a id = "l00042" name = "l00042" > < / a > < span class = "lineno" > 42< / span > }< / div >
< div class = "line" > < a id = "l00043" name = "l00043" > < / a > < span class = "lineno" > 43< / span > < span class = "keywordflow" > for< / span > (< span class = "keyword" > const< / span > < span class = "keyword" > auto< / span > & direct_iter : direct_assignment) {< / div >
< div class = "line" > < a id = "l00044" name = "l00044" > < / a > < span class = "lineno" > 44< / span > EXPECT_EQ(< a class = "code hl_function" href = "namespacegtl.html#a73f41ac11336b94768fdd41594153d59" > gtl::FindOrDie< / a > (reverse_assignment, direct_iter.second),< / div >
< div class = "line" > < a id = "l00045" name = "l00045" > < / a > < span class = "lineno" > 45< / span > direct_iter.first)< / div >
< div class = "line" > < a id = "l00046" name = "l00046" > < / a > < span class = "lineno" > 46< / span > < < direct_iter.first < < < span class = "stringliteral" > " -> " < / span > < < direct_iter.second;< / div >
< div class = "line" > < a id = "l00047" name = "l00047" > < / a > < span class = "lineno" > 47< / span > }< / div >
< div class = "line" > < a id = "l00048" name = "l00048" > < / a > < span class = "lineno" > 48< / span > }< / div >
< div class = "line" > < a id = "l00049" name = "l00049" > < / a > < span class = "lineno" > 49< / span > < / div >
< div class = "line" > < a id = "l00050" name = "l00050" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#ab5bea9dc4042e821f42017d8a2ddb51b" > 50< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#ab5bea9dc4042e821f42017d8a2ddb51b" > TestMinimization< / a > (< span class = "keyword" > const< / span > std::vector< std::vector< double> > & < a class = "code hl_variable" href = "routing__flow_8cc.html#a75d7b5e4cab1e156cc7a2c5eba1e16f1" > cost< / a > ,< / div >
< div class = "line" > < a id = "l00051" name = "l00051" > < / a > < span class = "lineno" > 51< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_assignment_size,< / div >
< div class = "line" > < a id = "l00052" name = "l00052" > < / a > < span class = "lineno" > 52< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents[], < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks[]) {< / div >
< div class = "line" > < a id = "l00053" name = "l00053" > < / a > < span class = "lineno" > 53< / span > absl::flat_hash_map< int, int> direct_assignment;< / div >
< div class = "line" > < a id = "l00054" name = "l00054" > < / a > < span class = "lineno" > 54< / span > absl::flat_hash_map< int, int> reverse_assignment;< / div >
< div class = "line" > < a id = "l00055" name = "l00055" > < / a > < span class = "lineno" > 55< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a3820c79d78d9c5ec38238699c69e75b1" > MinimizeLinearAssignment< / a > (< a class = "code hl_variable" href = "routing__flow_8cc.html#a75d7b5e4cab1e156cc7a2c5eba1e16f1" > cost< / a > , & direct_assignment, & reverse_assignment);< / div >
< div class = "line" > < a id = "l00056" name = "l00056" > < / a > < span class = "lineno" > 56< / span > SCOPED_TRACE(< span class = "stringliteral" > " Minimization" < / span > );< / div >
< div class = "line" > < a id = "l00057" name = "l00057" > < / a > < span class = "lineno" > 57< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#aaa8d9a49b1a63a8931a9d542c26b62d8" > GenericCheck< / a > (expected_assignment_size, direct_assignment, reverse_assignment,< / div >
< div class = "line" > < a id = "l00058" name = "l00058" > < / a > < span class = "lineno" > 58< / span > expected_agents, expected_tasks);< / div >
< div class = "line" > < a id = "l00059" name = "l00059" > < / a > < span class = "lineno" > 59< / span > }< / div >
< div class = "line" > < a id = "l00060" name = "l00060" > < / a > < span class = "lineno" > 60< / span > < / div >
< div class = "line" > < a id = "l00061" name = "l00061" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#a4aa4c1802c8d88cdbf4557e487a76030" > 61< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a4aa4c1802c8d88cdbf4557e487a76030" > TestMaximization< / a > (< span class = "keyword" > const< / span > std::vector< std::vector< double> > & < a class = "code hl_variable" href = "routing__flow_8cc.html#a75d7b5e4cab1e156cc7a2c5eba1e16f1" > cost< / a > ,< / div >
< div class = "line" > < a id = "l00062" name = "l00062" > < / a > < span class = "lineno" > 62< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_assignment_size,< / div >
< div class = "line" > < a id = "l00063" name = "l00063" > < / a > < span class = "lineno" > 63< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents[], < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks[]) {< / div >
< div class = "line" > < a id = "l00064" name = "l00064" > < / a > < span class = "lineno" > 64< / span > absl::flat_hash_map< int, int> direct_assignment;< / div >
< div class = "line" > < a id = "l00065" name = "l00065" > < / a > < span class = "lineno" > 65< / span > absl::flat_hash_map< int, int> reverse_assignment;< / div >
< div class = "line" > < a id = "l00066" name = "l00066" > < / a > < span class = "lineno" > 66< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#af5c01de98fc53a984205e3dc05810f93" > MaximizeLinearAssignment< / a > (< a class = "code hl_variable" href = "routing__flow_8cc.html#a75d7b5e4cab1e156cc7a2c5eba1e16f1" > cost< / a > , & direct_assignment, & reverse_assignment);< / div >
< div class = "line" > < a id = "l00067" name = "l00067" > < / a > < span class = "lineno" > 67< / span > SCOPED_TRACE(< span class = "stringliteral" > " Maximization" < / span > );< / div >
< div class = "line" > < a id = "l00068" name = "l00068" > < / a > < span class = "lineno" > 68< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#aaa8d9a49b1a63a8931a9d542c26b62d8" > GenericCheck< / a > (expected_assignment_size, direct_assignment, reverse_assignment,< / div >
< div class = "line" > < a id = "l00069" name = "l00069" > < / a > < span class = "lineno" > 69< / span > expected_agents, expected_tasks);< / div >
< div class = "line" > < a id = "l00070" name = "l00070" > < / a > < span class = "lineno" > 70< / span > }< / div >
< div class = "line" > < a id = "l00071" name = "l00071" > < / a > < span class = "lineno" > 71< / span > < / div >
< div class = "line" > < a id = "l00072" name = "l00072" > < / a > < span class = "lineno" > 72< / span > < span class = "comment" > // Test on an empty matrix< / span > < / div >
< div class = "line" > < a id = "l00073" name = "l00073" > < / a > < span class = "lineno" > 73< / span > < / div >
< div class = "line" > < a id = "l00074" name = "l00074" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#a817553ad64738460e5c339f24fe5ea13" > 74< / a > < / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a817553ad64738460e5c339f24fe5ea13" > TEST< / a > (LinearAssignmentTest, NullMatrix) {< / div >
< div class = "line" > < a id = "l00075" name = "l00075" > < / a > < span class = "lineno" > 75< / span > std::vector< std::vector< double> > < a class = "code hl_variable" href = "routing__flow_8cc.html#a75d7b5e4cab1e156cc7a2c5eba1e16f1" > cost< / a > ;< / div >
< div class = "line" > < a id = "l00076" name = "l00076" > < / a > < span class = "lineno" > 76< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > * expected_agents = < span class = "keyword" > nullptr< / span > ;< / div >
< div class = "line" > < a id = "l00077" name = "l00077" > < / a > < span class = "lineno" > 77< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > * expected_tasks = < span class = "keyword" > nullptr< / span > ;< / div >
< div class = "line" > < a id = "l00078" name = "l00078" > < / a > < span class = "lineno" > 78< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#ab5bea9dc4042e821f42017d8a2ddb51b" > TestMinimization< / a > (< a class = "code hl_variable" href = "routing__flow_8cc.html#a75d7b5e4cab1e156cc7a2c5eba1e16f1" > cost< / a > , 0, expected_agents, expected_tasks);< / div >
< div class = "line" > < a id = "l00079" name = "l00079" > < / a > < span class = "lineno" > 79< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a4aa4c1802c8d88cdbf4557e487a76030" > TestMaximization< / a > (< a class = "code hl_variable" href = "routing__flow_8cc.html#a75d7b5e4cab1e156cc7a2c5eba1e16f1" > cost< / a > , 0, expected_agents, expected_tasks);< / div >
< div class = "line" > < a id = "l00080" name = "l00080" > < / a > < span class = "lineno" > 80< / span > }< / div >
< div class = "line" > < a id = "l00081" name = "l00081" > < / a > < span class = "lineno" > 81< / span > < / div >
< div class = "line" > < a id = "l00082" name = "l00082" > < / a > < span class = "lineno" > 82< / span > < span class = "comment" > // Testing with NaN value in the input.< / span > < / div >
< div class = "line" > < a id = "l00083" name = "l00083" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#a25e8525177831e874798ca656d0f6f0c" > 83< / a > < / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a817553ad64738460e5c339f24fe5ea13" > TEST< / a > (LinearAssignmentTest, InvalidMatrix) {< / div >
< div class = "line" > < a id = "l00084" name = "l00084" > < / a > < span class = "lineno" > 84< / span > < span class = "keyword" > const< / span > std::vector< std::vector< double> > cost_nan = {{1, 2},< / div >
< div class = "line" > < a id = "l00085" name = "l00085" > < / a > < span class = "lineno" > 85< / span > {-std::sqrt(-1), 3}};< / div >
< div class = "line" > < a id = "l00086" name = "l00086" > < / a > < span class = "lineno" > 86< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > * expected_agents = < span class = "keyword" > nullptr< / span > ;< / div >
< div class = "line" > < a id = "l00087" name = "l00087" > < / a > < span class = "lineno" > 87< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > * expected_tasks = < span class = "keyword" > nullptr< / span > ;< / div >
< div class = "line" > < a id = "l00088" name = "l00088" > < / a > < span class = "lineno" > 88< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a4aa4c1802c8d88cdbf4557e487a76030" > TestMaximization< / a > (cost_nan, 0, expected_agents, expected_tasks);< / div >
< div class = "line" > < a id = "l00089" name = "l00089" > < / a > < span class = "lineno" > 89< / span > < a class = "code hl_function" href = "namespaceoperations__research.html#ab5bea9dc4042e821f42017d8a2ddb51b" > TestMinimization< / a > (cost_nan, 0, expected_agents, expected_tasks);< / div >
< div class = "line" > < a id = "l00090" name = "l00090" > < / a > < span class = "lineno" > 90< / span > }< / div >
< div class = "line" > < a id = "l00091" name = "l00091" > < / a > < span class = "lineno" > 91< / span > < / div >
< div class = "line" > < a id = "l00092" name = "l00092" > < / a > < span class = "lineno" > < a class = "line" href = "hungarian__test_8cc.html#a80f4349f54433856a362447ba5593906" > 92< / a > < / span > < span class = "preprocessor" > #define MATRIX_TEST \< / span > < / div >
< div class = "line" > < a id = "l00093" name = "l00093" > < / a > < span class = "lineno" > 93< / span > < span class = "preprocessor" > { \< / span > < / div >
< div class = "line" > < a id = "l00094" name = "l00094" > < / a > < span class = "lineno" > 94< / span > < span class = "preprocessor" > std::vector< std::vector< double> > cost(kMatrixHeight); \< / span > < / div >
< div class = "line" > < a id = "l00095" name = "l00095" > < / a > < span class = "lineno" > 95< / span > < span class = "preprocessor" > for (int row = 0; row < kMatrixHeight; ++row) { \< / span > < / div >
< div class = "line" > < a id = "l00096" name = "l00096" > < / a > < span class = "lineno" > 96< / span > < span class = "preprocessor" > cost[row].resize(kMatrixWidth); \< / span > < / div >
< div class = "line" > < a id = "l00097" name = "l00097" > < / a > < span class = "lineno" > 97< / span > < span class = "preprocessor" > for (int col = 0; col < kMatrixWidth; ++col) { \< / span > < / div >
< div class = "line" > < a id = "l00098" name = "l00098" > < / a > < span class = "lineno" > 98< / span > < span class = "preprocessor" > cost[row][col] = kCost[row][col]; \< / span > < / div >
< div class = "line" > < a id = "l00099" name = "l00099" > < / a > < span class = "lineno" > 99< / span > < span class = "preprocessor" > } \< / span > < / div >
< div class = "line" > < a id = "l00100" name = "l00100" > < / a > < span class = "lineno" > 100< / span > < span class = "preprocessor" > } \< / span > < / div >
< div class = "line" > < a id = "l00101" name = "l00101" > < / a > < span class = "lineno" > 101< / span > < span class = "preprocessor" > EXPECT_EQ(arraysize(expected_agents_for_min), \< / span > < / div >
< div class = "line" > < a id = "l00102" name = "l00102" > < / a > < span class = "lineno" > 102< / span > < span class = "preprocessor" > arraysize(expected_tasks_for_min)); \< / span > < / div >
< div class = "line" > < a id = "l00103" name = "l00103" > < / a > < span class = "lineno" > 103< / span > < span class = "preprocessor" > EXPECT_EQ(arraysize(expected_agents_for_max), \< / span > < / div >
< div class = "line" > < a id = "l00104" name = "l00104" > < / a > < span class = "lineno" > 104< / span > < span class = "preprocessor" > arraysize(expected_tasks_for_max)); \< / span > < / div >
< div class = "line" > < a id = "l00105" name = "l00105" > < / a > < span class = "lineno" > 105< / span > < span class = "preprocessor" > const int assignment_size = arraysize(expected_agents_for_max); \< / span > < / div >
< div class = "line" > < a id = "l00106" name = "l00106" > < / a > < span class = "lineno" > 106< / span > < span class = "preprocessor" > TestMinimization(cost, assignment_size, expected_agents_for_min, \< / span > < / div >
< div class = "line" > < a id = "l00107" name = "l00107" > < / a > < span class = "lineno" > 107< / span > < span class = "preprocessor" > expected_tasks_for_min); \< / span > < / div >
< div class = "line" > < a id = "l00108" name = "l00108" > < / a > < span class = "lineno" > 108< / span > < span class = "preprocessor" > TestMaximization(cost, assignment_size, expected_agents_for_max, \< / span > < / div >
< div class = "line" > < a id = "l00109" name = "l00109" > < / a > < span class = "lineno" > 109< / span > < span class = "preprocessor" > expected_tasks_for_max); \< / span > < / div >
< div class = "line" > < a id = "l00110" name = "l00110" > < / a > < span class = "lineno" > 110< / span > < span class = "preprocessor" > }< / span > < / div >
< div class = "line" > < a id = "l00111" name = "l00111" > < / a > < span class = "lineno" > 111< / span > < / div >
< div class = "line" > < a id = "l00112" name = "l00112" > < / a > < span class = "lineno" > 112< / span > < span class = "comment" > // Test on a 1x1 matrix< / span > < / div >
< div class = "line" > < a id = "l00113" name = "l00113" > < / a > < span class = "lineno" > 113< / span > < / div >
< div class = "line" > < a id = "l00114" name = "l00114" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#a2cba8c207c6695f1c1c21e8901a63add" > 114< / a > < / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a817553ad64738460e5c339f24fe5ea13" > TEST< / a > (LinearAssignmentTest, SizeOneMatrix) {< / div >
< div class = "line" > < a id = "l00115" name = "l00115" > < / a > < span class = "lineno" > 115< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > kMatrixHeight = 1;< / div >
< div class = "line" > < a id = "l00116" name = "l00116" > < / a > < span class = "lineno" > 116< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > kMatrixWidth = 1;< / div >
< div class = "line" > < a id = "l00117" name = "l00117" > < / a > < span class = "lineno" > 117< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > double< / span > kCost[kMatrixHeight][kMatrixWidth] = {{4}};< / div >
< div class = "line" > < a id = "l00118" name = "l00118" > < / a > < span class = "lineno" > 118< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents_for_min[] = {0};< / div >
< div class = "line" > < a id = "l00119" name = "l00119" > < / a > < span class = "lineno" > 119< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks_for_min[] = {0};< / div >
< div class = "line" > < a id = "l00120" name = "l00120" > < / a > < span class = "lineno" > 120< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents_for_max[] = {0};< / div >
< div class = "line" > < a id = "l00121" name = "l00121" > < / a > < span class = "lineno" > 121< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks_for_max[] = {0};< / div >
< div class = "line" > < a id = "l00122" name = "l00122" > < / a > < span class = "lineno" > 122< / span > < a class = "code hl_define" href = "hungarian__test_8cc.html#a80f4349f54433856a362447ba5593906" > MATRIX_TEST< / a > ;< / div >
< div class = "line" > < a id = "l00123" name = "l00123" > < / a > < span class = "lineno" > 123< / span > }< / div >
< div class = "line" > < a id = "l00124" name = "l00124" > < / a > < span class = "lineno" > 124< / span > < / div >
< div class = "line" > < a id = "l00125" name = "l00125" > < / a > < span class = "lineno" > 125< / span > < span class = "comment" > // Test on a 4x4 matrix. Example taken at< / span > < / div >
< div class = "line" > < a id = "l00126" name = "l00126" > < / a > < span class = "lineno" > 126< / span > < span class = "comment" > // http://www.ee.oulu.fi/~mpa/matreng/eem1_2-1.htm< / span > < / div >
< div class = "line" > < a id = "l00127" name = "l00127" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#ad55d65140946bc20bb288a4364d9cbdb" > 127< / a > < / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a817553ad64738460e5c339f24fe5ea13" > TEST< / a > (LinearAssignmentTest, Small4x4Matrix) {< / div >
< div class = "line" > < a id = "l00128" name = "l00128" > < / a > < span class = "lineno" > 128< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > kMatrixHeight = 4;< / div >
< div class = "line" > < a id = "l00129" name = "l00129" > < / a > < span class = "lineno" > 129< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > kMatrixWidth = 4;< / div >
< div class = "line" > < a id = "l00130" name = "l00130" > < / a > < span class = "lineno" > 130< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > double< / span > kCost[kMatrixHeight][kMatrixWidth] = {{90, 75, 75, 80},< / div >
< div class = "line" > < a id = "l00131" name = "l00131" > < / a > < span class = "lineno" > 131< / span > {35, 85, 55, 65},< / div >
< div class = "line" > < a id = "l00132" name = "l00132" > < / a > < span class = "lineno" > 132< / span > {125, 95, 90, 105},< / div >
< div class = "line" > < a id = "l00133" name = "l00133" > < / a > < span class = "lineno" > 133< / span > {45, 110, 95, 115}};< / div >
< div class = "line" > < a id = "l00134" name = "l00134" > < / a > < span class = "lineno" > 134< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents_for_min[] = {0, 1, 2, 3};< / div >
< div class = "line" > < a id = "l00135" name = "l00135" > < / a > < span class = "lineno" > 135< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks_for_min[] = {3, 2, 1, 0};< / div >
< div class = "line" > < a id = "l00136" name = "l00136" > < / a > < span class = "lineno" > 136< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents_for_max[] = {0, 1, 2, 3};< / div >
< div class = "line" > < a id = "l00137" name = "l00137" > < / a > < span class = "lineno" > 137< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks_for_max[] = {2, 1, 0, 3};< / div >
< div class = "line" > < a id = "l00138" name = "l00138" > < / a > < span class = "lineno" > 138< / span > < a class = "code hl_define" href = "hungarian__test_8cc.html#a80f4349f54433856a362447ba5593906" > MATRIX_TEST< / a > ;< / div >
< div class = "line" > < a id = "l00139" name = "l00139" > < / a > < span class = "lineno" > 139< / span > }< / div >
< div class = "line" > < a id = "l00140" name = "l00140" > < / a > < span class = "lineno" > 140< / span > < / div >
< div class = "line" > < a id = "l00141" name = "l00141" > < / a > < span class = "lineno" > 141< / span > < span class = "comment" > // Test on a 3x4 matrix. Sub-problem of Small4x4Matrix< / span > < / div >
< div class = "line" > < a id = "l00142" name = "l00142" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#ac690c357cab3e484126077d1a6e56bd2" > 142< / a > < / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a817553ad64738460e5c339f24fe5ea13" > TEST< / a > (LinearAssignmentTest, Small3x4Matrix) {< / div >
< div class = "line" > < a id = "l00143" name = "l00143" > < / a > < span class = "lineno" > 143< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > kMatrixHeight = 3;< / div >
< div class = "line" > < a id = "l00144" name = "l00144" > < / a > < span class = "lineno" > 144< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > kMatrixWidth = 4;< / div >
< div class = "line" > < a id = "l00145" name = "l00145" > < / a > < span class = "lineno" > 145< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > double< / span > kCost[kMatrixHeight][kMatrixWidth] = {< / div >
< div class = "line" > < a id = "l00146" name = "l00146" > < / a > < span class = "lineno" > 146< / span > {90, 75, 75, 80}, {35, 85, 55, 65}, {125, 95, 90, 105}};< / div >
< div class = "line" > < a id = "l00147" name = "l00147" > < / a > < span class = "lineno" > 147< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents_for_min[] = {0, 1, 2};< / div >
< div class = "line" > < a id = "l00148" name = "l00148" > < / a > < span class = "lineno" > 148< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks_for_min[] = {1, 0, 2};< / div >
< div class = "line" > < a id = "l00149" name = "l00149" > < / a > < span class = "lineno" > 149< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents_for_max[] = {0, 1, 2};< / div >
< div class = "line" > < a id = "l00150" name = "l00150" > < / a > < span class = "lineno" > 150< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks_for_max[] = {3, 1, 0};< / div >
< div class = "line" > < a id = "l00151" name = "l00151" > < / a > < span class = "lineno" > 151< / span > < a class = "code hl_define" href = "hungarian__test_8cc.html#a80f4349f54433856a362447ba5593906" > MATRIX_TEST< / a > ;< / div >
< div class = "line" > < a id = "l00152" name = "l00152" > < / a > < span class = "lineno" > 152< / span > }< / div >
< div class = "line" > < a id = "l00153" name = "l00153" > < / a > < span class = "lineno" > 153< / span > < / div >
< div class = "line" > < a id = "l00154" name = "l00154" > < / a > < span class = "lineno" > 154< / span > < span class = "comment" > // Test on a 4x3 matrix. Sub-problem of Small4x4Matrix< / span > < / div >
< div class = "line" > < a id = "l00155" name = "l00155" > < / a > < span class = "lineno" > < a class = "line" href = "namespaceoperations__research.html#ad3bcc056122d299133d834f748002690" > 155< / a > < / span > < a class = "code hl_function" href = "namespaceoperations__research.html#a817553ad64738460e5c339f24fe5ea13" > TEST< / a > (LinearAssignmentTest, Small4x3Matrix) {< / div >
< div class = "line" > < a id = "l00156" name = "l00156" > < / a > < span class = "lineno" > 156< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > kMatrixHeight = 4;< / div >
< div class = "line" > < a id = "l00157" name = "l00157" > < / a > < span class = "lineno" > 157< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > kMatrixWidth = 3;< / div >
< div class = "line" > < a id = "l00158" name = "l00158" > < / a > < span class = "lineno" > 158< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > double< / span > kCost[kMatrixHeight][kMatrixWidth] = {< / div >
< div class = "line" > < a id = "l00159" name = "l00159" > < / a > < span class = "lineno" > 159< / span > {90, 75, 75}, {35, 85, 55}, {125, 95, 90}, {45, 110, 95}};< / div >
< div class = "line" > < a id = "l00160" name = "l00160" > < / a > < span class = "lineno" > 160< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents_for_min[] = {0, 1, 3};< / div >
< div class = "line" > < a id = "l00161" name = "l00161" > < / a > < span class = "lineno" > 161< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks_for_min[] = {1, 2, 0};< / div >
< div class = "line" > < a id = "l00162" name = "l00162" > < / a > < span class = "lineno" > 162< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_agents_for_max[] = {0, 2, 3};< / div >
< div class = "line" > < a id = "l00163" name = "l00163" > < / a > < span class = "lineno" > 163< / span > < span class = "keyword" > const< / span > < span class = "keywordtype" > int< / span > expected_tasks_for_max[] = {2, 0, 1};< / div >
< div class = "line" > < a id = "l00164" name = "l00164" > < / a > < span class = "lineno" > 164< / span > < a class = "code hl_define" href = "hungarian__test_8cc.html#a80f4349f54433856a362447ba5593906" > MATRIX_TEST< / a > ;< / div >
< div class = "line" > < a id = "l00165" name = "l00165" > < / a > < span class = "lineno" > 165< / span > }< / div >
< div class = "line" > < a id = "l00166" name = "l00166" > < / a > < span class = "lineno" > 166< / span > < / div >
< div class = "line" > < a id = "l00167" name = "l00167" > < / a > < span class = "lineno" > 167< / span > < span class = "preprocessor" > #undef MATRIX_TEST< / span > < / div >
< div class = "line" > < a id = "l00168" name = "l00168" > < / a > < span class = "lineno" > 168< / span > < / div >
< div class = "line" > < a id = "l00169" name = "l00169" > < / a > < span class = "lineno" > 169< / span > } < span class = "comment" > // namespace operations_research< / span > < / div >
< div class = "ttc" id = "ahungarian_8h_html" > < div class = "ttname" > < a href = "hungarian_8h.html" > hungarian.h< / a > < / div > < / div >
< div class = "ttc" id = "ahungarian__test_8cc_html_a80f4349f54433856a362447ba5593906" > < div class = "ttname" > < a href = "hungarian__test_8cc.html#a80f4349f54433856a362447ba5593906" > MATRIX_TEST< / a > < / div > < div class = "ttdeci" > #define MATRIX_TEST< / div > < div class = "ttdef" > < b > Definition:< / b > < a href = "hungarian__test_8cc_source.html#l00092" > hungarian_test.cc:92< / a > < / div > < / div >
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< 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_a3820c79d78d9c5ec38238699c69e75b1" > < div class = "ttname" > < a href = "namespaceoperations__research.html#a3820c79d78d9c5ec38238699c69e75b1" > operations_research::MinimizeLinearAssignment< / a > < / div > < div class = "ttdeci" > void MinimizeLinearAssignment(const std::vector< std::vector< double > > & cost, absl::flat_hash_map< int, int > *direct_assignment, absl::flat_hash_map< int, int > *reverse_assignment)< / div > < div class = "ttdef" > < b > Definition:< / b > < a href = "hungarian_8cc_source.html#l00652" > hungarian.cc:652< / a > < / div > < / div >
< div class = "ttc" id = "anamespaceoperations__research_html_a4aa4c1802c8d88cdbf4557e487a76030" > < div class = "ttname" > < a href = "namespaceoperations__research.html#a4aa4c1802c8d88cdbf4557e487a76030" > operations_research::TestMaximization< / a > < / div > < div class = "ttdeci" > void TestMaximization(const std::vector< std::vector< double > > & cost, const int expected_assignment_size, const int expected_agents[], const int expected_tasks[])< / div > < div class = "ttdef" > < b > Definition:< / b > < a href = "hungarian__test_8cc_source.html#l00061" > hungarian_test.cc:61< / a > < / div > < / div >
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< div class = "ttc" id = "anamespaceoperations__research_html_aaa8d9a49b1a63a8931a9d542c26b62d8" > < div class = "ttname" > < a href = "namespaceoperations__research.html#aaa8d9a49b1a63a8931a9d542c26b62d8" > operations_research::GenericCheck< / a > < / div > < div class = "ttdeci" > void GenericCheck(const int expected_assignment_size, const absl::flat_hash_map< int, int > & direct_assignment, const absl::flat_hash_map< int, int > & reverse_assignment, const int expected_agents[], const int expected_tasks[])< / div > < div class = "ttdef" > < b > Definition:< / b > < a href = "hungarian__test_8cc_source.html#l00031" > hungarian_test.cc:31< / a > < / div > < / div >
< div class = "ttc" id = "anamespaceoperations__research_html_ab5bea9dc4042e821f42017d8a2ddb51b" > < div class = "ttname" > < a href = "namespaceoperations__research.html#ab5bea9dc4042e821f42017d8a2ddb51b" > operations_research::TestMinimization< / a > < / div > < div class = "ttdeci" > void TestMinimization(const std::vector< std::vector< double > > & cost, const int expected_assignment_size, const int expected_agents[], const int expected_tasks[])< / div > < div class = "ttdef" > < b > Definition:< / b > < a href = "hungarian__test_8cc_source.html#l00050" > hungarian_test.cc:50< / a > < / div > < / div >
< div class = "ttc" id = "anamespaceoperations__research_html_af5c01de98fc53a984205e3dc05810f93" > < div class = "ttname" > < a href = "namespaceoperations__research.html#af5c01de98fc53a984205e3dc05810f93" > operations_research::MaximizeLinearAssignment< / a > < / div > < div class = "ttdeci" > void MaximizeLinearAssignment(const std::vector< std::vector< double > > & cost, absl::flat_hash_map< int, int > *direct_assignment, absl::flat_hash_map< int, int > *reverse_assignment)< / div > < div class = "ttdef" > < b > Definition:< / b > < a href = "hungarian_8cc_source.html#l00670" > hungarian.cc:670< / a > < / div > < / div >
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