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ortools-clone/examples/contrib/fsintegerprogramming.fs
2021-04-02 10:08:51 +02:00

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// Copyright 2010-2021 Google
// 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.
open System
open Google.OrTools.FSharp
open Google.OrTools.LinearSolver
let solver solverType =
let svr = Solver.CreateSolver(solverType.ToString())
// x1 and x2 are integer non-negative variables.
let x1 = svr.MakeIntVar(0.0, Double.PositiveInfinity, "x1")
let x2 = svr.MakeIntVar(0.0, Double.PositiveInfinity, "x2")
// Minimize x1 + 2 * x2.
let objective = svr.Objective()
objective.SetMinimization()
objective.SetCoefficient(x1, 1.0)
objective.SetCoefficient(x2, 2.0)
// 2 * x2 + 3 * x1 >= 17.
let ct = svr.MakeConstraint(17.0, Double.PositiveInfinity)
ct.SetCoefficient(x1, 3.0)
ct.SetCoefficient(x2, 2.0)
let resultStatus = svr.Solve()
// Check that the problem has an optimal solution.
match resultStatus with
| status when status <> Solver.ResultStatus.OPTIMAL ->
printfn "The problem does not have an optimal solution!"
exit 0
| _ ->
printfn "Problem solved in %i milliseconds" (svr.WallTime())
// The objective value of the solution.
printfn "Optimal objective value = %f" (objective.Value())
// The value of each variable in the solution.
printfn "x1 = %f" (x1.SolutionValue())
printfn "x2 = %f" (x2.SolutionValue())
printfn "Advanced usage:"
printfn "Problem solved in %i branch-and-bound nodes" (svr.Nodes())
// printfn "---- Integer programming example with %A ----" IntegerProgramming.GLPK
// solver IntegerProgramming.GLPK
printfn "---- Linear programming example with %A ----" IntegerProgramming.CBC
solver IntegerProgramming.CBC
// printfn "---- Linear programming example with %A ----" IntegerProgramming.SCIP
// solver IntegerProgramming.SCIP