// Copyright 2010-2025 Google LLC // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #ifndef ORTOOLS_SAT_RINS_H_ #define ORTOOLS_SAT_RINS_H_ #include #include #include #include #include "absl/random/bit_gen_ref.h" #include "ortools/sat/model.h" #include "ortools/sat/synchronization.h" namespace operations_research { namespace sat { // A RINS Neighborhood is actually just a generic neighborhood where the domain // of some variable have been reduced (fixed or restricted in [lb, ub]). // // Important: It might be possible that the value of the variables here are // outside the domains of these variables! This happens for RENS type of // neighborhood in the presence of holes in the domains because the LP // relaxation ignore those. struct ReducedDomainNeighborhood { // A variable will appear only once and not in both vectors. std::vector> fixed_vars; std::vector< std::pair>> reduced_domain_vars; std::string source_info; }; // Helper method to create a RINS neighborhood by fixing variables with same // values in relaxation solution and the current best solution in the // response_manager. Prioritizes repositories in following order to get a // neighborhood. // 1. incomplete_solutions // 2. lp_solutions // // If response_manager has no solution, this generates a RENS neighborhood by // ignoring the solutions and using the relaxation values. The domain of the // variables are reduced to integer values around relaxation values. If the // relaxation value is integer, then we fix the domain of the variable to that // value. ReducedDomainNeighborhood GetRinsRensNeighborhood( const SharedResponseManager* response_manager, const SharedLPSolutionRepository* lp_solutions, SharedIncompleteSolutionManager* incomplete_solutions, double difficulty, absl::BitGenRef random); // Adds the current LP solution to the pool. void RecordLPRelaxationValues(Model* model); } // namespace sat } // namespace operations_research #endif // ORTOOLS_SAT_RINS_H_