#region License Information
/* HeuristicLab
* Copyright (C) 2002-2016 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.Linq;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Optimization;
using HeuristicLab.Persistence;
namespace HeuristicLab.Selection {
///
/// A selection operator which considers a single double quality value and selects the best.
///
[Item("BestSelector", "A selection operator which considers a single double quality value and selects the best.")]
[StorableType("4c31cd0b-5ce8-4ef9-ba22-9b4b314f7e50")]
public sealed class BestSelector : SingleObjectiveSelector, ISingleObjectiveSelector {
public BestSelector() : base() { }
[StorableConstructor]
private BestSelector(StorableConstructorFlag deserializing) : base(deserializing) { }
private BestSelector(BestSelector original, Cloner cloner)
: base(original, cloner) {
}
public override IDeepCloneable Clone(Cloner cloner) {
return new BestSelector(this, cloner);
}
protected override IScope[] Select(List scopes) {
int count = NumberOfSelectedSubScopesParameter.ActualValue.Value;
bool copy = CopySelectedParameter.Value.Value;
bool maximization = MaximizationParameter.ActualValue.Value;
ItemArray qualities = QualityParameter.ActualValue;
IScope[] selected = new IScope[count];
// create a list for each scope that contains the scope's index in the original scope list
var temp = qualities.Where(x => IsValidQuality(x.Value)).Select((x, index) => new { index, x.Value });
if (maximization)
temp = temp.OrderByDescending(x => x.Value);
else
temp = temp.OrderBy(x => x.Value);
var list = temp.ToList();
//check if list with indexes is as long as the original scope list
//otherwise invalid quality values were filtered
if (list.Count != scopes.Count) {
throw new ArgumentException("The scopes contain invalid quality values (either infinity or double.NaN) on which the selector cannot operate.");
}
if (copy) {
int j = 0;
for (int i = 0; i < count; i++) {
selected[i] = (IScope)scopes[list[j].index].Clone();
j++;
if (j >= list.Count) j = 0;
}
} else {
for (int i = 0; i < count; i++) {
selected[i] = scopes[list[0].index];
scopes[list[0].index] = null;
list.RemoveAt(0);
}
scopes.RemoveAll(x => x == null);
}
return selected;
}
}
}