#region License Information
/* HeuristicLab
* Copyright (C) 2002-2008 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 System;
using System.Collections.Generic;
using System.Text;
using HeuristicLab.Core;
using HeuristicLab.Data;
namespace HeuristicLab.Modeling {
///
/// Keeps a variable in the global scope that contains the scope representing the best solution.
///
public class BestSolutionStorer : OperatorBase {
///
public override string Description {
get { return @"Keeps a variable in the global scope that contains the scope representing the best of run solution."; }
}
///
/// Initializes a new instance of with three variable infos
/// (Quality, Maximization and BestSolution).
///
public BestSolutionStorer()
: base() {
AddVariableInfo(new VariableInfo("Quality", "Quality value of a solution", typeof(DoubleData), VariableKind.In));
AddVariableInfo(new VariableInfo("Maximization", "Maximization problem", typeof(BoolData), VariableKind.In));
AddVariableInfo(new VariableInfo("BestSolution", "The best solution of the run", typeof(IScope), VariableKind.New | VariableKind.In | VariableKind.Out));
}
///
/// Keeps a variable in the global scope that contains the scope representing the best solution.
///
/// The scope whose populations to check for the best solution.
/// null.
public override IOperation Apply(IScope scope) {
if(scope.GetVariable(Guid.ToString() + "-Active") == null) {
double[] qualities = new double[scope.SubScopes.Count];
bool maximization = scope.GetVariableValue("Maximization", true).Data;
for(int i = 0; i < scope.SubScopes.Count; i++)
qualities[i] = scope.SubScopes[i].GetVariableValue("Quality", false).Data;
double smallest = qualities[0]; int smallestIndex = 0;
double biggest = qualities[0]; int biggestIndex = 0;
for(int i = 1; i < qualities.Length; i++) {
if(qualities[i] < smallest) {
smallest = qualities[i];
smallestIndex = i;
}
if(qualities[i] > biggest) {
biggest = qualities[i];
biggestIndex = i;
}
}
IVariableInfo qualityInfo = GetVariableInfo("Quality");
IVariable bestSolutionVariable = scope.GetVariable(scope.TranslateName("BestSolution"));
if(bestSolutionVariable != null) {
double bestQuality = ((IScope)bestSolutionVariable.Value).GetVariableValue(qualityInfo.ActualName, false).Data;
// do nothing if the best solution of the current scope is not better than the best solution of the whole run so far.
if((maximization && biggest <= bestQuality) ||
(!maximization && smallest >= bestQuality)) return null;
}
IScope bestSolutionClone;
if(maximization) {
bestSolutionClone = (IScope)scope.SubScopes[biggestIndex].Clone();
} else {
bestSolutionClone = (IScope)scope.SubScopes[smallestIndex].Clone();
}
if(SubOperators.Count > 0) {
scope.AddSubScope(bestSolutionClone);
scope.AddVariable(new Variable(Guid.ToString() + "-Active", new BoolData(true)));
CompositeOperation compOp = new CompositeOperation();
AtomicOperation operation = new AtomicOperation(SubOperators[0], bestSolutionClone);
AtomicOperation continuation = new AtomicOperation(this, scope);
compOp.AddOperation(operation);
compOp.AddOperation(continuation);
return compOp;
} else {
StoreBestSolution(bestSolutionClone, scope);
return null;
}
} else { // operator already executed
scope.RemoveVariable(Guid.ToString() + "-Active");
IScope bestSolutionClone = scope.SubScopes[scope.SubScopes.Count - 1];
scope.RemoveSubScope(bestSolutionClone);
StoreBestSolution(bestSolutionClone, scope);
return null;
}
}
private void StoreBestSolution(IScope bestSolution, IScope scope) {
SetValue(GetVariableInfo("BestSolution"), bestSolution, scope);
}
private void SetValue(IVariableInfo info, IScope data, IScope scope) {
IVariable var = scope.GetVariable(info.ActualName);
if(var == null) {
var = new Variable(scope.TranslateName(info.FormalName), data);
scope.AddVariable(var);
} else {
var.Value = data;
}
}
}
}