1 | namespace HeuristicLab.Algorithms.PushGP.Simplifier {
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2 | using System;
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3 | using System.Threading;
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4 | using HeuristicLab.Algorithms.PushGP.Data.Random;
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5 | using HeuristicLab.Algorithms.PushGP.Expressions;
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6 | using HeuristicLab.Core;
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7 |
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8 | public class RandomSimplifier : ISimplifier {
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9 | private static readonly ThreadLocal<IRandom> random = RandomFactory.GetRandom();
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10 |
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11 | public int Trys { get; set; }
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12 |
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13 | public ExecExpandExpression Simplify(ExecExpandExpression program, Predicate<ExecExpandExpression> isBetter) {
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14 |
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15 | if (program.TotalCount == 1) {
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16 | return isBetter(ExecExpandExpression.Empty) ? ExecExpandExpression.Empty : program;
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17 | }
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18 |
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19 | var copy = program.Copy();
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20 | var maxTrys = Math.Min(Trys, program.TotalCount - 2);
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21 | var sucessfullRemoves = 0;
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22 |
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23 | for (var i = 0; i < maxTrys; i++) {
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24 | var rndIndex = random.Value.Next(1, program.TotalCount - 1 - sucessfullRemoves);
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25 | var node = copy.GetFromTree(
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26 | rndIndex,
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27 | (super, parent, child, childIndex, parentIndex) => new {
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28 | Super = super,
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29 | Parent = parent,
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30 | ChildIndex = childIndex,
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31 | ParentIndex = parentIndex
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32 | });
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33 |
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34 | var oldParentExpressions = node.Parent.Expressions as Expression[];
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35 | var newParentExpressions = RemoveAt(oldParentExpressions, node.ChildIndex);
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36 | var newParent = new ExecExpandExpression(newParentExpressions);
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37 |
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38 | var superExpressions = (node.Super == null ? copy.Expressions : node.Super.Expressions) as Expression[];
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39 | superExpressions[node.ParentIndex] = newParent;
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40 |
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41 | if (isBetter(copy)) {
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42 | sucessfullRemoves++;
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43 | } else {
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44 | superExpressions[node.ParentIndex] = node.Parent;
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45 | }
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46 | }
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47 |
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48 | return copy;
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49 | }
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50 |
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51 | private static T[] RemoveAt<T>(T[] source, int index) {
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52 | var dest = new T[source.Length - 1];
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53 | if (index > 0)
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54 | Array.Copy(source, 0, dest, 0, index);
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55 |
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56 | if (index < source.Length - 1)
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57 | Array.Copy(source, index + 1, dest, index, source.Length - index - 1);
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58 |
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59 | return dest;
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60 | }
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61 | }
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62 | } |
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