1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System;
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23 | using System.Collections.Generic;
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24 | using System.Linq;
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25 | using System.Text;
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26 | using HeuristicLab.Constraints;
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27 | using HeuristicLab.DataAnalysis;
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28 |
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29 | namespace HeuristicLab.Functions {
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30 | public class IfThenElse : FunctionBase {
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31 | public override string Description {
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32 | get {
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33 | return @"Returns the result of the second sub-tree if the first sub-tree evaluates to a value < 0.5 and the result
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34 | of the third sub-tree if the first sub-tree evaluates to >= 0.5.";
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35 | }
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36 | }
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37 |
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38 | public IfThenElse()
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39 | : base() {
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40 | AddConstraint(new NumberOfSubOperatorsConstraint(3, 3));
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41 | }
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42 |
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43 | // special form
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44 | public override double Evaluate(Dataset dataset, int sampleIndex, IFunctionTree tree) {
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45 | double condition = Math.Round(tree.SubTrees[0].Evaluate(dataset, sampleIndex));
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46 | if(condition < .5) return tree.SubTrees[1].Evaluate(dataset, sampleIndex);
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47 | else if(condition >= .5) return tree.SubTrees[2].Evaluate(dataset, sampleIndex);
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48 | else return double.NaN;
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49 | }
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50 |
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51 | public override double Apply(Dataset dataset, int sampleIndex, double[] args) {
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52 | throw new NotImplementedException();
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53 | }
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54 |
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55 | public override void Accept(IFunctionVisitor visitor) {
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56 | visitor.Visit(this);
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57 | }
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58 | }
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59 | }
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