source: branches/2457_ExpertSystem/HeuristicLab.Problems.GeneralizedQuadraticAssignment.Algorithms/3.3/CPLEX/GQAP-KB.cs @ 17712

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2017 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
 *
 * This file is part of HeuristicLab.
 *
 * HeuristicLab is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
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 * (at your option) any later version.
 *
 * HeuristicLab is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
 */
#endregion

using HEAL.Attic;
using HeuristicLab.Common;
using HeuristicLab.Core;
using ILOG.CPLEX;
using ILOG.OPL;

namespace HeuristicLab.Problems.GeneralizedQuadraticAssignment.Algorithms.CPLEX {
  [Item("KB-Linearization CPLEX (GQAP)", "")]
  [StorableType("649D3DB6-3E54-46E7-BB12-5F26417D6E40")]
  [Creatable(CreatableAttribute.Categories.Algorithms)]
  public sealed class GQAP_KB : CplexSolver {
    
    [StorableConstructor]
    private GQAP_KB(StorableConstructorFlag _) : base(_) { }
    private GQAP_KB(GQAP_KB original, Cloner cloner)
    : base(original, cloner) {
    }
    public GQAP_KB() {

    }

    public override IDeepCloneable Clone(Cloner cloner) {
      return new GQAP_KB(this, cloner);
    }

    protected override OplModel GetModel(OplFactory factory, OplSettings settings, Cplex cplex) {
      using (var modelSource = factory.CreateOplModelSourceFromString(model, "gqap_kb"))
      using (var def = factory.CreateOplModelDefinition(modelSource, settings))
        return factory.CreateOplModel(def, cplex);
    }

    private const string model = @"/*********************************************
 * OPL 12.7.0.0 Model
 * Author: Andreas Beham
 * Creation Date: 31.10.2017 at 14:30:01
 *********************************************/

int EQUIPMENTS = ...;
int LOCATIONS = ...;
float TC = ...;

range N = 1..EQUIPMENTS;
range M = 1..LOCATIONS;

float weights[N][N] = ...;
float distances[M][M] = ...;
float install[N][M] = ...;
float demands[N] = ...;
float capacities[M] = ...;

float v[i in N][k in M] = sum(j in N, h in M) (weights[i][j] * distances[k][h]);

dvar int+ x[N][M] in 0..1;
dvar float+ y[N][M];

dexpr float installCosts = sum(i in N, k in M) x[i][k] * install[i][k];
dexpr float flowCosts = TC * sum(i in N, k in M) y[i][k];

minimize installCosts + flowCosts;
  
subject to {

forall (i in N)
  AllAssigned:
  sum(k in M) x[i][k] == 1;

forall (k in M)
  Capacity:
  sum(i in N) x[i][k] * demands[i] <= capacities[k];

forall (i in N, k in M)
  v[i][k] * ( x[i][k] - 1 ) + sum(j in N, h in M) (x[j][h] * weights[i][j] * distances[k][h]) <= y[i][k];

}

";
  }
}