// Copyright 2010-2021 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. // Testing correctness of the code snippets in the comments of math_opt.h. #include #include #include "absl/status/status.h" #include "absl/status/statusor.h" #include "ortools/base/init_google.h" #include "ortools/base/logging.h" #include "ortools/base/status_builder.h" #include "ortools/base/status_macros.h" #include "ortools/math_opt/cpp/math_opt.h" namespace { namespace math_opt = ::operations_research::math_opt; // Model the problem: // max 2.0 * x + y // s.t. x + y <= 1.5 // x in {0.0, 1.0} // y in [0.0, 2.5] // absl::Status Main() { math_opt::Model model("my_model"); const math_opt::Variable x = model.AddBinaryVariable("x"); const math_opt::Variable y = model.AddContinuousVariable(0.0, 2.5, "y"); // We can directly use linear combinations of variables ... model.AddLinearConstraint(x + y <= 1.5, "c"); // ... or build them incrementally. math_opt::LinearExpression objective_expression; objective_expression += 2 * x; objective_expression += y; model.Maximize(objective_expression); ASSIGN_OR_RETURN(const math_opt::SolveResult result, Solve(model, math_opt::SolverType::kGscip)); switch (result.termination.reason) { case math_opt::TerminationReason::kOptimal: case math_opt::TerminationReason::kFeasible: std::cout << "Objective value: " << result.objective_value() << std::endl << "Value for variable x: " << result.variable_values().at(x) << std::endl; return absl::OkStatus(); default: return util::InternalErrorBuilder() << "model failed to solve: " << result.termination; } } } // namespace int main(int argc, char** argv) { InitGoogle(argv[0], &argc, &argv, true); const absl::Status status = Main(); if (!status.ok()) { LOG(QFATAL) << status; } return 0; }