#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;
using HeuristicLab.Operators;
namespace HeuristicLab.Logging {
///
/// Captures the best, the average and the worst quality of the current population.
///
public class BestAverageWorstQualityCalculator : OperatorBase {
///
public override string Description {
get { return @"TODO\r\nOperator description still missing ..."; }
}
///
/// Initializes a new instance of with five variable
/// infos (Quality, Maximization, BestQuality, AverageQuality
/// and WorstQuality).
///
public BestAverageWorstQualityCalculator()
: 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("BestQuality", "Quality value of best solution", typeof(DoubleData), VariableKind.New | VariableKind.Out));
AddVariableInfo(new VariableInfo("AverageQuality", "Average quality value", typeof(DoubleData), VariableKind.New | VariableKind.Out));
AddVariableInfo(new VariableInfo("WorstQuality", "Quality value of worst solution", typeof(DoubleData), VariableKind.New | VariableKind.Out));
}
///
/// Captures the best, the average and the worst quality of the current population.
///
/// The scope whose population to test and where to inject the captured values.
/// null.
public override IOperation Apply(IScope scope) {
double[] qualities = new double[scope.SubScopes.Count];
for (int i = 0; i < scope.SubScopes.Count; i++)
qualities[i] = scope.SubScopes[i].GetVariableValue("Quality", false).Data;
double worst = qualities[0];
double best = qualities[0];
double average = qualities[0];
for (int i = 1; i < qualities.Length; i++) {
if (qualities[i] < worst) worst = qualities[i];
if (qualities[i] > best) best = qualities[i];
average += qualities[i];
}
average = average / qualities.Length;
if (!GetVariableValue("Maximization", scope, true).Data) {
double temp = worst;
worst = best;
best = temp;
}
SetValue(GetVariableInfo("BestQuality"), best, scope);
SetValue(GetVariableInfo("AverageQuality"), average, scope);
SetValue(GetVariableInfo("WorstQuality"), worst, scope);
return null;
}
private void SetValue(IVariableInfo info, double value, IScope scope) {
DoubleData data = GetVariableValue(info.FormalName, scope, false, false);
if (data == null) {
data = new DoubleData();
if (info.Local)
AddVariable(new Variable(info.ActualName, data));
else
scope.AddVariable(new Variable(scope.TranslateName(info.FormalName), data));
}
data.Data = value;
}
}
}