#region License Information
/* HeuristicLab
* Copyright (C) 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
* the Free Software Foundation, either version 3 of the License, or
* (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 .
*/
#endregion
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Optimization;
using HeuristicLab.Parameters;
using HEAL.Attic;
using HeuristicLab.Problems.VehicleRouting.Encodings.General;
using HeuristicLab.Problems.VehicleRouting.Interfaces;
namespace HeuristicLab.Problems.VehicleRouting.Encodings.Alba {
[Item("AlbaStochasticLambdaInterchangeMultiMoveGenerator", "Generates multiple random lambda interchange moves from a given VRP encoding. It is implemented as described in Alba, E. and Dorronsoro, B. (2004). Solving the Vehicle Routing Problem by Using Cellular Genetic Algorithms.")]
[StorableType("30C4BF89-1C6F-4A9D-B179-E04FFAD75A8B")]
public sealed class AlbaStochasticLambdaInterchangeMultiMoveGenerator : AlbaLambdaInterchangeMoveGenerator, IStochasticOperator,
IMultiMoveGenerator, IAlbaLambdaInterchangeMoveOperator, IMultiVRPMoveGenerator {
public ILookupParameter RandomParameter {
get { return (ILookupParameter)Parameters["Random"]; }
}
public IValueLookupParameter SampleSizeParameter {
get { return (IValueLookupParameter)Parameters["SampleSize"]; }
}
[StorableConstructor]
private AlbaStochasticLambdaInterchangeMultiMoveGenerator(StorableConstructorFlag _) : base(_) { }
public AlbaStochasticLambdaInterchangeMultiMoveGenerator()
: base() {
Parameters.Add(new LookupParameter("Random", "The random number generator."));
Parameters.Add(new ValueLookupParameter("SampleSize", "The number of moves to generate."));
}
public override IDeepCloneable Clone(Cloner cloner) {
return new AlbaStochasticLambdaInterchangeMultiMoveGenerator(this, cloner);
}
private AlbaStochasticLambdaInterchangeMultiMoveGenerator(AlbaStochasticLambdaInterchangeMultiMoveGenerator original, Cloner cloner)
: base(original, cloner) {
}
public static AlbaLambdaInterchangeMove[] GenerateAllMoves(AlbaEncoding individual, IVRPProblemInstance problemInstance, int lambda, int sampleSize, IRandom rand) {
AlbaLambdaInterchangeMove[] moves = new AlbaLambdaInterchangeMove[sampleSize];
for (int i = 0; i < sampleSize; i++) {
moves[i] = AlbaStochasticLambdaInterchangeSingleMoveGenerator.Apply(
individual, problemInstance.Cities.Value, lambda, rand);
}
return moves;
}
protected override AlbaLambdaInterchangeMove[] GenerateMoves(AlbaEncoding individual, IVRPProblemInstance problemInstance, int lambda) {
return GenerateAllMoves(individual, problemInstance, lambda, SampleSizeParameter.ActualValue.Value, RandomParameter.ActualValue);
}
}
}