// Copyright 2010-2022 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. // Simple linear programming example #include #include #include #include #include #include "absl/status/statusor.h" #include "absl/strings/str_cat.h" #include "absl/strings/str_join.h" #include "absl/time/time.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; constexpr double kInf = std::numeric_limits::infinity(); // Model and solve the problem: // max 10 * x0 + 6 * x1 + 4 * x2 // s.t. 10 * x0 + 4 * x1 + 5 * x2 <= 600 // 2 * x0 + 2 * x1 + 6 * x2 <= 300 // x0 + x1 + x2 <= 100 // x0 in [0, infinity) // x1 in [0, infinity) // x2 in [0, infinity) // absl::Status Main() { math_opt::Model model("Linear programming example"); // Variables std::vector x; for (int j = 0; j < 3; j++) { x.push_back(model.AddContinuousVariable(0.0, kInf, absl::StrCat("x", j))); } // Constraints std::vector constraints; constraints.push_back( model.AddLinearConstraint(10 * x[0] + 4 * x[1] + 5 * x[2] <= 600, "c1")); constraints.push_back( model.AddLinearConstraint(2 * x[0] + 2 * x[1] + 6 * x[2] <= 300, "c2")); // sum(x[i]) <= 100 constraints.push_back(model.AddLinearConstraint(Sum(x) <= 100, "c3")); // Objective model.Maximize(10 * x[0] + 6 * x[1] + 4 * x[2]); ASSIGN_OR_RETURN(const math_opt::SolveResult result, Solve(model, math_opt::SolverType::kGlop)); RETURN_IF_ERROR(result.termination.IsOptimal()); std::cout << "Problem solved in " << result.solve_time() << std::endl; std::cout << "Objective value: " << result.objective_value() << std::endl; std::cout << "Variable values: [" << absl::StrJoin(Values(result.variable_values(), x), ", ") << "]" << std::endl; return absl::OkStatus(); } } // 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; }