[3338] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[12395] | 3 | * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[3338] | 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.Collections.Generic;
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[4068] | 23 | using System.Linq;
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[3338] | 24 | using HeuristicLab.Core;
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[5411] | 25 | using System;
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[3338] | 26 |
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| 27 | namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding {
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| 28 | public static class EnumerableExtensions {
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| 29 | public static T SelectRandom<T>(this IEnumerable<T> xs, IRandom random) {
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| 30 | var list = xs as IList<T>;
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| 31 | if (list != null) {
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| 32 | return list[random.Next(list.Count)];
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| 33 | } else {
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| 34 | list = xs.ToList();
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| 35 | return list[random.Next(list.Count)];
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| 36 | }
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| 37 | }
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[5411] | 38 | public static T SelectRandom<T>(this IEnumerable<T> xs, IEnumerable<double> weights, IRandom random) {
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| 39 | var list = xs as IList<T>;
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| 40 | var weightsList = weights as IList<double>;
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| 41 | if (list == null) {
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| 42 | list = xs.ToList();
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| 43 | }
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| 44 | if (weightsList == null) {
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| 45 | weightsList = weights.ToList();
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| 46 | }
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| 47 | if (list.Count != weightsList.Count) throw new ArgumentException("Number of elements in enumerations doesn't match.");
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| 48 | if (list.Count == 0) throw new ArgumentException("Enumeration is empty", "xs");
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| 49 |
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| 50 | double sum = weightsList.Sum();
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| 51 | double r = random.NextDouble() * sum;
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| 52 | double agg = 0;
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| 53 | for (int i = 0; i < list.Count; i++) {
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| 54 | agg += weightsList[i];
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| 55 | if (agg > r) return list[i];
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| 56 | }
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| 57 | // should never happen
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| 58 | throw new InvalidOperationException();
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| 59 | }
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[3338] | 60 | }
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| 61 | }
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