[15050] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[17226] | 3 | * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[15050] | 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.Linq;
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[16767] | 24 | using HEAL.Attic;
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[15050] | 25 | using HeuristicLab.Analysis;
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| 26 | using HeuristicLab.Common;
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| 27 | using HeuristicLab.Core;
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| 28 | using HeuristicLab.Data;
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| 29 | using HeuristicLab.Encodings.LinearLinkageEncoding;
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| 30 | using HeuristicLab.Optimization;
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| 31 | using HeuristicLab.Optimization.Operators;
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| 32 | using HeuristicLab.Parameters;
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| 33 | using HeuristicLab.Problems.Instances;
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| 34 |
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| 35 | namespace HeuristicLab.Problems.GraphColoring {
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[16808] | 36 | [StorableType("88078013-834F-40AC-9298-B8E1C4B393D3")]
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[15050] | 37 | public enum FitnessFunction { Prioritized, Penalized }
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| 38 | [Item("Graph Coloring Problem (GCP)", "Attempts to find a coloring using a minimal number of colors that doesn't produce a conflict.")]
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| 39 | [Creatable(CreatableAttribute.Categories.CombinatorialProblems, Priority = 135)]
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[16723] | 40 | [StorableType("007BD5F0-196C-4045-AC5D-BF287927C3DC")]
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[16948] | 41 | public sealed class GraphColoringProblem : LinearLinkageProblem,
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[16767] | 42 | IProblemInstanceConsumer<GCPData>, IProblemInstanceExporter<GCPData> {
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[15050] | 43 |
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| 44 | [Storable]
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| 45 | private IValueParameter<IntMatrix> adjacencyListParameter;
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| 46 | public IValueParameter<IntMatrix> AdjacencyListParameter {
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| 47 | get { return adjacencyListParameter; }
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| 48 | }
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| 49 | [Storable]
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| 50 | private IValueParameter<EnumValue<FitnessFunction>> fitnessFunctionParameter;
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| 51 | public IValueParameter<EnumValue<FitnessFunction>> FitnessFunctionParameter {
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| 52 | get { return fitnessFunctionParameter; }
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| 53 | }
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| 54 | public FitnessFunction FitnessFunction {
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| 55 | get { return fitnessFunctionParameter.Value.Value; }
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| 56 | set { fitnessFunctionParameter.Value.Value = value; }
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| 57 | }
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| 58 | [Storable]
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| 59 | private IValueParameter<IntValue> bestKnownColorsParameter;
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| 60 | public IValueParameter<IntValue> BestKnownColorsParameter {
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| 61 | get { return bestKnownColorsParameter; }
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| 62 | }
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| 63 |
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| 64 | [StorableConstructor]
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[16723] | 65 | private GraphColoringProblem(StorableConstructorFlag _) : base(_) { }
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[15050] | 66 | private GraphColoringProblem(GraphColoringProblem original, Cloner cloner)
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| 67 | : base(original, cloner) {
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| 68 | adjacencyListParameter = cloner.Clone(original.adjacencyListParameter);
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| 69 | fitnessFunctionParameter = cloner.Clone(original.fitnessFunctionParameter);
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| 70 | bestKnownColorsParameter = cloner.Clone(original.bestKnownColorsParameter);
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| 71 | RegisterEventHandlers();
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| 72 | }
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| 73 | public GraphColoringProblem() {
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[17270] | 74 | Maximization = false;
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[15050] | 75 | Parameters.Add(adjacencyListParameter = new ValueParameter<IntMatrix>("Adjacency List", "The adjacency list that describes the (symmetric) edges in the graph with nodes from 0 to N-1."));
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| 76 | Parameters.Add(fitnessFunctionParameter = new ValueParameter<EnumValue<FitnessFunction>>("Fitness Function", "The function to use for evaluating the quality of a solution.", new EnumValue<FitnessFunction>(FitnessFunction.Penalized)));
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| 77 | Parameters.Add(bestKnownColorsParameter = new OptionalValueParameter<IntValue>("BestKnownColors", "The least amount of colors in a valid coloring."));
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| 78 |
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| 79 | var imat = new IntMatrix(defaultInstance.Length, 2);
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| 80 | for (var i = 0; i < defaultInstance.Length; i++) {
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| 81 | imat[i, 0] = defaultInstance[i].Item1 - 1;
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| 82 | imat[i, 1] = defaultInstance[i].Item2 - 1;
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| 83 | }
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| 84 | Encoding.Length = defaultInstanceNodes;
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| 85 | AdjacencyListParameter.Value = imat;
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| 86 | BestKnownQualityParameter.Value = null;
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| 87 | BestKnownColorsParameter.Value = new IntValue(defaultInstanceBestColors);
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| 88 |
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| 89 | InitializeOperators();
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| 90 | RegisterEventHandlers();
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| 91 | }
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| 92 |
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| 93 | public override IDeepCloneable Clone(Cloner cloner) {
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| 94 | return new GraphColoringProblem(this, cloner);
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| 95 | }
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| 96 |
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| 97 | protected override void OnEncodingChanged() {
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| 98 | base.OnEncodingChanged();
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| 99 |
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| 100 | Parameterize();
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| 101 | }
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| 102 |
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| 103 | [StorableHook(HookType.AfterDeserialization)]
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| 104 | private void AfterDeserialization() {
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| 105 | RegisterEventHandlers();
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| 106 | }
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| 107 |
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| 108 | private void RegisterEventHandlers() {
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| 109 | fitnessFunctionParameter.ValueChanged += FitnessFunctionParameterOnValueChanged;
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| 110 | fitnessFunctionParameter.Value.ValueChanged += FitnessFunctionOnValueChanged;
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| 111 | }
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| 112 |
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| 113 | private void FitnessFunctionParameterOnValueChanged(object sender, EventArgs eventArgs) {
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| 114 | fitnessFunctionParameter.Value.ValueChanged += FitnessFunctionOnValueChanged;
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[15172] | 115 | FitnessFunctionOnValueChanged(sender, eventArgs);
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[15050] | 116 | }
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| 117 |
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| 118 | private void FitnessFunctionOnValueChanged(object sender, EventArgs eventArgs) {
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| 119 | BestKnownQualityParameter.Value = null;
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[15172] | 120 | if (FitnessFunction == FitnessFunction.Prioritized
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| 121 | && BestKnownColorsParameter.Value != null
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| 122 | && Encoding.Length > 0) {
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| 123 | var mag = Math.Pow(10, -(int)Math.Ceiling(Math.Log10(Encoding.Length)));
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| 124 | // the value is e.g. 0.051 for 0 conflicts with 51 colors (and less than 1000 nodes)
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| 125 | BestKnownQuality = BestKnownColorsParameter.Value.Value * mag;
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| 126 | } else BestKnownQualityParameter.Value = null;
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[15050] | 127 | OnReset();
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| 128 | }
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| 129 |
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[16767] | 130 | public override double Evaluate(LinearLinkage lle, IRandom random) {
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[15050] | 131 | var adjList = adjacencyListParameter.Value;
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[16767] | 132 | var llee = lle.ToEndLinks(); // LLE-e encoding uses the highest indexed member as group number
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[15050] | 133 |
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| 134 | switch (FitnessFunction) {
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| 135 | case FitnessFunction.Prioritized: {
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| 136 | var colors = llee.Distinct().Count();
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| 137 | var conflicts = CalculateConflicts(llee);
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| 138 | // number of conflicts is the integer part of the quality
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| 139 | // number of colors constitutes the fractional part
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| 140 | // the number of fractional digits is defined by the maximum number of possible colors (each node its own color)
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| 141 | var mag = Math.Pow(10, -(int)Math.Ceiling(Math.Log10(llee.Length)));
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| 142 | // the value is e.g. 4.03 for 4 conflicts with 3 colors (and less than 100 nodes)
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| 143 | return conflicts + colors * mag;
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| 144 | }
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| 145 | case FitnessFunction.Penalized: {
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| 146 | // Fitness function from
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| 147 | // David S. Johnson, Cecilia R. Aragon, Lyle A. McGeoch, and Catherine Schevon. 1991.
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| 148 | // Optimization by simulated annealing: An experimental evaluation; part II, graph coloring and number partitioning.
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| 149 | // Operations Research 39(3), pp. 378–406.
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| 150 | // All local optima of this function correspond to legal colorings.
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| 151 | // We need to calculate conflicts and nodes per color
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| 152 | var colors = llee.GroupBy(x => x).ToDictionary(x => x.Key, x => new EvaluationHelper() { ColorCount = x.Count() });
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| 153 | for (var r = 0; r < adjList.Rows; r++) {
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| 154 | var color1 = llee[adjList[r, 0]];
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| 155 | var color2 = llee[adjList[r, 1]];
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| 156 | if (color1 == color2) colors[color1].ConflictCount++;
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| 157 | }
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| 158 | return 2 * colors.Sum(x => x.Value.ColorCount * x.Value.ConflictCount) - colors.Sum(x => x.Value.ColorCount * x.Value.ColorCount);
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| 159 | }
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| 160 | default: throw new InvalidOperationException(string.Format("Unknown fitness function {0}.", FitnessFunction));
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| 161 | }
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| 162 | }
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| 163 |
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| 164 | private class EvaluationHelper {
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| 165 | public int ColorCount { get; set; }
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| 166 | public int ConflictCount { get; set; }
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| 167 | }
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| 168 |
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[16767] | 169 | public override void Analyze(LinearLinkage[] lles, double[] qualities, ResultCollection results, IRandom random) {
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| 170 | var orderedIndividuals = lles.Zip(qualities, (i, q) => new { LLE = i, Quality = q }).OrderBy(z => z.Quality);
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| 171 | var best = Maximization ? orderedIndividuals.Last().LLE : orderedIndividuals.First().LLE;
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[16808] | 172 |
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[16767] | 173 | var llee = best.ToEndLinks();
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| 174 | var colors = llee.Distinct().Count();
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| 175 | var conflicts = CalculateConflicts(llee);
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[16808] | 176 |
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[15050] | 177 | IResult res;
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| 178 | int bestColors = int.MaxValue, bestConflicts = int.MaxValue;
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| 179 | var improvement = false;
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| 180 | if (!results.TryGetValue("Best Solution Conflicts", out res)) {
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| 181 | bestConflicts = conflicts;
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| 182 | res = new Result("Best Solution Conflicts", new IntValue(bestConflicts));
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| 183 | results.Add(res);
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| 184 | } else {
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| 185 | bestConflicts = ((IntValue)res.Value).Value;
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| 186 | improvement = conflicts < bestConflicts;
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| 187 | if (improvement) ((IntValue)res.Value).Value = bestConflicts = conflicts;
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| 188 | }
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| 189 | if (!results.TryGetValue("Best Solution Colors", out res)) {
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| 190 | bestColors = colors;
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| 191 | res = new Result("Best Solution Colors", new IntValue(bestColors));
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| 192 | results.Add(res);
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| 193 | } else {
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| 194 | bestColors = ((IntValue)res.Value).Value;
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| 195 | improvement = improvement || conflicts == bestConflicts && colors < bestColors;
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| 196 | if (improvement)
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| 197 | ((IntValue)res.Value).Value = bestColors = colors;
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| 198 | }
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[16767] | 199 | if (!results.ContainsKey("Best Encoded Solution") || improvement)
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| 200 | results.AddOrUpdateResult("Best Encoded Solution", (LinearLinkage)best.Clone());
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| 201 |
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| 202 | if (!results.TryGetValue("Best Solution", out res) || !(res.Value is IntMatrix)) {
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| 203 | var matrix = new IntMatrix(llee.Length, 2) { ColumnNames = new[] { "Node", "Color" } };
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| 204 | UpdateMatrix(llee, matrix);
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| 205 | res = new Result("Best Solution", matrix);
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| 206 | results.AddOrUpdateResult("Best Solution", matrix);
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[15050] | 207 | } else {
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[16767] | 208 | if (improvement) {
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| 209 | UpdateMatrix(llee, (IntMatrix)res.Value);
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| 210 | }
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[15050] | 211 | }
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| 212 |
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| 213 | if (conflicts == 0) {
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| 214 | if (BestKnownColorsParameter.Value == null || BestKnownColorsParameter.Value.Value > colors)
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| 215 | BestKnownColorsParameter.Value = new IntValue(colors);
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| 216 | }
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| 217 | }
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| 218 |
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[16767] | 219 | private static void UpdateMatrix(int[] llee, IntMatrix matrix) {
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| 220 | var assign = llee.Select((v, i) => new { Node = i, Color = v }).OrderBy(x => x.Color);
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| 221 | var color = 0;
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| 222 | var prev = -1;
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| 223 | foreach (var a in assign) {
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| 224 | if (prev >= 0 && prev != a.Color)
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| 225 | color++;
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| 226 | matrix[a.Node, 0] = a.Node;
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| 227 | matrix[a.Node, 1] = color;
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| 228 | prev = a.Color;
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| 229 | }
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| 230 | }
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| 231 |
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[15050] | 232 | private int CalculateConflicts(int[] llee) {
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| 233 | var adjList = AdjacencyListParameter.Value;
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| 234 | var conflicts = 0;
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| 235 | for (var r = 0; r < adjList.Rows; r++) {
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| 236 | if (llee[adjList[r, 0]] == llee[adjList[r, 1]]) conflicts++; // both nodes are adjacent and have the same color (are in the same group)
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| 237 | }
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| 238 | return conflicts;
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| 239 | }
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| 240 |
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| 241 | public void Load(GCPData data) {
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| 242 | Encoding.Length = data.Nodes;
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| 243 | AdjacencyListParameter.Value = new IntMatrix(data.Adjacencies);
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| 244 | if (data.BestKnownColoring != null) {
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| 245 | var colors = data.BestKnownColoring.Distinct().Count();
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| 246 | BestKnownColorsParameter.Value = new IntValue(colors);
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| 247 | if (FitnessFunction == FitnessFunction.Prioritized) {
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| 248 | var mag = Math.Pow(10, -(int)Math.Ceiling(Math.Log10(data.Nodes)));
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| 249 | BestKnownQuality = colors * mag;
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| 250 | } else {
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| 251 | var nodesPerColor = data.BestKnownColoring.GroupBy(x => x).Select(x => x.Count());
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| 252 | BestKnownQuality = -nodesPerColor.Sum(x => x * x);
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| 253 | }
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| 254 | } else if (data.BestKnownColors.HasValue) {
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| 255 | BestKnownColorsParameter.Value = new IntValue(data.BestKnownColors.Value);
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| 256 | if (FitnessFunction == FitnessFunction.Prioritized) {
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| 257 | var mag = Math.Pow(10, -(int)Math.Ceiling(Math.Log10(data.Nodes)));
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| 258 | // the value is e.g. 0.051 for 0 conflicts with 51 colors (and less than 1000 nodes)
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| 259 | BestKnownQuality = data.BestKnownColors.Value * mag;
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| 260 | } else BestKnownQualityParameter.Value = null;
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| 261 | } else {
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| 262 | BestKnownColorsParameter.Value = null;
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| 263 | BestKnownQualityParameter.Value = null;
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| 264 | }
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| 265 | Name = data.Name;
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| 266 | Description = data.Description;
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| 267 | OnReset();
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| 268 | }
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| 269 |
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[15172] | 270 | public GCPData Export() {
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| 271 | var instance = new GCPData();
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| 272 | instance.Name = Name;
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| 273 | instance.Description = Description;
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| 274 | instance.Nodes = Encoding.Length;
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| 275 | var adjList = AdjacencyListParameter.Value;
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| 276 | instance.Adjacencies = new int[adjList.Rows, 2];
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| 277 | for (var r = 0; r < adjList.Rows; r++) {
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| 278 | instance.Adjacencies[r, 0] = adjList[r, 0];
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| 279 | instance.Adjacencies[r, 1] = adjList[r, 1];
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| 280 | }
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| 281 | if (BestKnownColorsParameter.Value != null)
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| 282 | instance.BestKnownColors = BestKnownColorsParameter.Value.Value;
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| 283 | return instance;
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| 284 | }
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| 285 |
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[15050] | 286 | private void InitializeOperators() {
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| 287 | Operators.Add(new HammingSimilarityCalculator());
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| 288 | Operators.Add(new QualitySimilarityCalculator());
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| 289 | Operators.Add(new PopulationSimilarityAnalyzer(Operators.OfType<ISolutionSimilarityCalculator>()));
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| 290 |
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| 291 | Parameterize();
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| 292 | }
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| 293 |
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| 294 | private void Parameterize() {
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| 295 | foreach (var simCalc in Operators.OfType<ISolutionSimilarityCalculator>()) {
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| 296 | simCalc.SolutionVariableName = Encoding.Name;
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| 297 | simCalc.QualityVariableName = Evaluator.QualityParameter.ActualName;
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| 298 | }
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| 299 | }
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| 300 |
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| 301 | #region Default Instance (myciel6.col)
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| 302 | private static readonly int defaultInstanceNodes = 95;
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| 303 | private static readonly int defaultInstanceBestColors = 7;
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| 304 | private static readonly Tuple<int, int>[] defaultInstance = {
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| 305 | Tuple.Create(1, 2),
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| 306 | Tuple.Create(1, 4),
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| 307 | Tuple.Create(1, 7),
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| 308 | Tuple.Create(1, 9),
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| 309 | Tuple.Create(1, 13),
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| 310 | Tuple.Create(1, 15),
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| 311 | Tuple.Create(1, 18),
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| 312 | Tuple.Create(1, 20),
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| 313 | Tuple.Create(1, 25),
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| 314 | Tuple.Create(1, 27),
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| 315 | Tuple.Create(1, 30),
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| 316 | Tuple.Create(1, 32),
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| 317 | Tuple.Create(1, 36),
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| 318 | Tuple.Create(1, 38),
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| 319 | Tuple.Create(1, 41),
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| 320 | Tuple.Create(1, 43),
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| 321 | Tuple.Create(1, 49),
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| 322 | Tuple.Create(1, 51),
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| 323 | Tuple.Create(1, 54),
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| 324 | Tuple.Create(1, 56),
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| 325 | Tuple.Create(1, 60),
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| 326 | Tuple.Create(1, 62),
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| 327 | Tuple.Create(1, 65),
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| 328 | Tuple.Create(1, 67),
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| 329 | Tuple.Create(1, 72),
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| 330 | Tuple.Create(1, 74),
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| 331 | Tuple.Create(1, 77),
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| 332 | Tuple.Create(1, 79),
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| 333 | Tuple.Create(1, 83),
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| 334 | Tuple.Create(1, 85),
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| 335 | Tuple.Create(1, 88),
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| 336 | Tuple.Create(1, 90),
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| 337 | Tuple.Create(2, 3),
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| 338 | Tuple.Create(2, 6),
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| 339 | Tuple.Create(2, 8),
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| 340 | Tuple.Create(2, 12),
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| 341 | Tuple.Create(2, 14),
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| 342 | Tuple.Create(2, 17),
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| 343 | Tuple.Create(2, 19),
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| 344 | Tuple.Create(2, 24),
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| 345 | Tuple.Create(2, 26),
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| 346 | Tuple.Create(2, 29),
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| 347 | Tuple.Create(2, 31),
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| 348 | Tuple.Create(2, 35),
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| 349 | Tuple.Create(2, 37),
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| 350 | Tuple.Create(2, 40),
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| 351 | Tuple.Create(2, 42),
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| 352 | Tuple.Create(2, 48),
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| 353 | Tuple.Create(2, 50),
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| 354 | Tuple.Create(2, 53),
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| 355 | Tuple.Create(2, 55),
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| 356 | Tuple.Create(2, 59),
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| 357 | Tuple.Create(2, 61),
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| 358 | Tuple.Create(2, 64),
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| 359 | Tuple.Create(2, 66),
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| 360 | Tuple.Create(2, 71),
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| 361 | Tuple.Create(2, 73),
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| 362 | Tuple.Create(2, 76),
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| 363 | Tuple.Create(2, 78),
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| 364 | Tuple.Create(2, 82),
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| 365 | Tuple.Create(2, 84),
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| 366 | Tuple.Create(2, 87),
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| 367 | Tuple.Create(2, 89),
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| 368 | Tuple.Create(3, 5),
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| 369 | Tuple.Create(3, 7),
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| 370 | Tuple.Create(3, 10),
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| 371 | Tuple.Create(3, 13),
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| 372 | Tuple.Create(3, 16),
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| 373 | Tuple.Create(3, 18),
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| 374 | Tuple.Create(3, 21),
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| 375 | Tuple.Create(3, 25),
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| 376 | Tuple.Create(3, 28),
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| 377 | Tuple.Create(3, 30),
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| 378 | Tuple.Create(3, 33),
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| 379 | Tuple.Create(3, 36),
|
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| 380 | Tuple.Create(3, 39),
|
---|
| 381 | Tuple.Create(3, 41),
|
---|
| 382 | Tuple.Create(3, 44),
|
---|
| 383 | Tuple.Create(3, 49),
|
---|
| 384 | Tuple.Create(3, 52),
|
---|
| 385 | Tuple.Create(3, 54),
|
---|
| 386 | Tuple.Create(3, 57),
|
---|
| 387 | Tuple.Create(3, 60),
|
---|
| 388 | Tuple.Create(3, 63),
|
---|
| 389 | Tuple.Create(3, 65),
|
---|
| 390 | Tuple.Create(3, 68),
|
---|
| 391 | Tuple.Create(3, 72),
|
---|
| 392 | Tuple.Create(3, 75),
|
---|
| 393 | Tuple.Create(3, 77),
|
---|
| 394 | Tuple.Create(3, 80),
|
---|
| 395 | Tuple.Create(3, 83),
|
---|
| 396 | Tuple.Create(3, 86),
|
---|
| 397 | Tuple.Create(3, 88),
|
---|
| 398 | Tuple.Create(3, 91),
|
---|
| 399 | Tuple.Create(4, 5),
|
---|
| 400 | Tuple.Create(4, 6),
|
---|
| 401 | Tuple.Create(4, 10),
|
---|
| 402 | Tuple.Create(4, 12),
|
---|
| 403 | Tuple.Create(4, 16),
|
---|
| 404 | Tuple.Create(4, 17),
|
---|
| 405 | Tuple.Create(4, 21),
|
---|
| 406 | Tuple.Create(4, 24),
|
---|
| 407 | Tuple.Create(4, 28),
|
---|
| 408 | Tuple.Create(4, 29),
|
---|
| 409 | Tuple.Create(4, 33),
|
---|
| 410 | Tuple.Create(4, 35),
|
---|
| 411 | Tuple.Create(4, 39),
|
---|
| 412 | Tuple.Create(4, 40),
|
---|
| 413 | Tuple.Create(4, 44),
|
---|
| 414 | Tuple.Create(4, 48),
|
---|
| 415 | Tuple.Create(4, 52),
|
---|
| 416 | Tuple.Create(4, 53),
|
---|
| 417 | Tuple.Create(4, 57),
|
---|
| 418 | Tuple.Create(4, 59),
|
---|
| 419 | Tuple.Create(4, 63),
|
---|
| 420 | Tuple.Create(4, 64),
|
---|
| 421 | Tuple.Create(4, 68),
|
---|
| 422 | Tuple.Create(4, 71),
|
---|
| 423 | Tuple.Create(4, 75),
|
---|
| 424 | Tuple.Create(4, 76),
|
---|
| 425 | Tuple.Create(4, 80),
|
---|
| 426 | Tuple.Create(4, 82),
|
---|
| 427 | Tuple.Create(4, 86),
|
---|
| 428 | Tuple.Create(4, 87),
|
---|
| 429 | Tuple.Create(4, 91),
|
---|
| 430 | Tuple.Create(5, 8),
|
---|
| 431 | Tuple.Create(5, 9),
|
---|
| 432 | Tuple.Create(5, 14),
|
---|
| 433 | Tuple.Create(5, 15),
|
---|
| 434 | Tuple.Create(5, 19),
|
---|
| 435 | Tuple.Create(5, 20),
|
---|
| 436 | Tuple.Create(5, 26),
|
---|
| 437 | Tuple.Create(5, 27),
|
---|
| 438 | Tuple.Create(5, 31),
|
---|
| 439 | Tuple.Create(5, 32),
|
---|
| 440 | Tuple.Create(5, 37),
|
---|
| 441 | Tuple.Create(5, 38),
|
---|
| 442 | Tuple.Create(5, 42),
|
---|
| 443 | Tuple.Create(5, 43),
|
---|
| 444 | Tuple.Create(5, 50),
|
---|
| 445 | Tuple.Create(5, 51),
|
---|
| 446 | Tuple.Create(5, 55),
|
---|
| 447 | Tuple.Create(5, 56),
|
---|
| 448 | Tuple.Create(5, 61),
|
---|
| 449 | Tuple.Create(5, 62),
|
---|
| 450 | Tuple.Create(5, 66),
|
---|
| 451 | Tuple.Create(5, 67),
|
---|
| 452 | Tuple.Create(5, 73),
|
---|
| 453 | Tuple.Create(5, 74),
|
---|
| 454 | Tuple.Create(5, 78),
|
---|
| 455 | Tuple.Create(5, 79),
|
---|
| 456 | Tuple.Create(5, 84),
|
---|
| 457 | Tuple.Create(5, 85),
|
---|
| 458 | Tuple.Create(5, 89),
|
---|
| 459 | Tuple.Create(5, 90),
|
---|
| 460 | Tuple.Create(6, 11),
|
---|
| 461 | Tuple.Create(6, 13),
|
---|
| 462 | Tuple.Create(6, 15),
|
---|
| 463 | Tuple.Create(6, 22),
|
---|
| 464 | Tuple.Create(6, 25),
|
---|
| 465 | Tuple.Create(6, 27),
|
---|
| 466 | Tuple.Create(6, 34),
|
---|
| 467 | Tuple.Create(6, 36),
|
---|
| 468 | Tuple.Create(6, 38),
|
---|
| 469 | Tuple.Create(6, 45),
|
---|
| 470 | Tuple.Create(6, 49),
|
---|
| 471 | Tuple.Create(6, 51),
|
---|
| 472 | Tuple.Create(6, 58),
|
---|
| 473 | Tuple.Create(6, 60),
|
---|
| 474 | Tuple.Create(6, 62),
|
---|
| 475 | Tuple.Create(6, 69),
|
---|
| 476 | Tuple.Create(6, 72),
|
---|
| 477 | Tuple.Create(6, 74),
|
---|
| 478 | Tuple.Create(6, 81),
|
---|
| 479 | Tuple.Create(6, 83),
|
---|
| 480 | Tuple.Create(6, 85),
|
---|
| 481 | Tuple.Create(6, 92),
|
---|
| 482 | Tuple.Create(7, 11),
|
---|
| 483 | Tuple.Create(7, 12),
|
---|
| 484 | Tuple.Create(7, 14),
|
---|
| 485 | Tuple.Create(7, 22),
|
---|
| 486 | Tuple.Create(7, 24),
|
---|
| 487 | Tuple.Create(7, 26),
|
---|
| 488 | Tuple.Create(7, 34),
|
---|
| 489 | Tuple.Create(7, 35),
|
---|
| 490 | Tuple.Create(7, 37),
|
---|
| 491 | Tuple.Create(7, 45),
|
---|
| 492 | Tuple.Create(7, 48),
|
---|
| 493 | Tuple.Create(7, 50),
|
---|
| 494 | Tuple.Create(7, 58),
|
---|
| 495 | Tuple.Create(7, 59),
|
---|
| 496 | Tuple.Create(7, 61),
|
---|
| 497 | Tuple.Create(7, 69),
|
---|
| 498 | Tuple.Create(7, 71),
|
---|
| 499 | Tuple.Create(7, 73),
|
---|
| 500 | Tuple.Create(7, 81),
|
---|
| 501 | Tuple.Create(7, 82),
|
---|
| 502 | Tuple.Create(7, 84),
|
---|
| 503 | Tuple.Create(7, 92),
|
---|
| 504 | Tuple.Create(8, 11),
|
---|
| 505 | Tuple.Create(8, 13),
|
---|
| 506 | Tuple.Create(8, 16),
|
---|
| 507 | Tuple.Create(8, 22),
|
---|
| 508 | Tuple.Create(8, 25),
|
---|
| 509 | Tuple.Create(8, 28),
|
---|
| 510 | Tuple.Create(8, 34),
|
---|
| 511 | Tuple.Create(8, 36),
|
---|
| 512 | Tuple.Create(8, 39),
|
---|
| 513 | Tuple.Create(8, 45),
|
---|
| 514 | Tuple.Create(8, 49),
|
---|
| 515 | Tuple.Create(8, 52),
|
---|
| 516 | Tuple.Create(8, 58),
|
---|
| 517 | Tuple.Create(8, 60),
|
---|
| 518 | Tuple.Create(8, 63),
|
---|
| 519 | Tuple.Create(8, 69),
|
---|
| 520 | Tuple.Create(8, 72),
|
---|
| 521 | Tuple.Create(8, 75),
|
---|
| 522 | Tuple.Create(8, 81),
|
---|
| 523 | Tuple.Create(8, 83),
|
---|
| 524 | Tuple.Create(8, 86),
|
---|
| 525 | Tuple.Create(8, 92),
|
---|
| 526 | Tuple.Create(9, 11),
|
---|
| 527 | Tuple.Create(9, 12),
|
---|
| 528 | Tuple.Create(9, 16),
|
---|
| 529 | Tuple.Create(9, 22),
|
---|
| 530 | Tuple.Create(9, 24),
|
---|
| 531 | Tuple.Create(9, 28),
|
---|
| 532 | Tuple.Create(9, 34),
|
---|
| 533 | Tuple.Create(9, 35),
|
---|
| 534 | Tuple.Create(9, 39),
|
---|
| 535 | Tuple.Create(9, 45),
|
---|
| 536 | Tuple.Create(9, 48),
|
---|
| 537 | Tuple.Create(9, 52),
|
---|
| 538 | Tuple.Create(9, 58),
|
---|
| 539 | Tuple.Create(9, 59),
|
---|
| 540 | Tuple.Create(9, 63),
|
---|
| 541 | Tuple.Create(9, 69),
|
---|
| 542 | Tuple.Create(9, 71),
|
---|
| 543 | Tuple.Create(9, 75),
|
---|
| 544 | Tuple.Create(9, 81),
|
---|
| 545 | Tuple.Create(9, 82),
|
---|
| 546 | Tuple.Create(9, 86),
|
---|
| 547 | Tuple.Create(9, 92),
|
---|
| 548 | Tuple.Create(10, 11),
|
---|
| 549 | Tuple.Create(10, 14),
|
---|
| 550 | Tuple.Create(10, 15),
|
---|
| 551 | Tuple.Create(10, 22),
|
---|
| 552 | Tuple.Create(10, 26),
|
---|
| 553 | Tuple.Create(10, 27),
|
---|
| 554 | Tuple.Create(10, 34),
|
---|
| 555 | Tuple.Create(10, 37),
|
---|
| 556 | Tuple.Create(10, 38),
|
---|
| 557 | Tuple.Create(10, 45),
|
---|
| 558 | Tuple.Create(10, 50),
|
---|
| 559 | Tuple.Create(10, 51),
|
---|
| 560 | Tuple.Create(10, 58),
|
---|
| 561 | Tuple.Create(10, 61),
|
---|
| 562 | Tuple.Create(10, 62),
|
---|
| 563 | Tuple.Create(10, 69),
|
---|
| 564 | Tuple.Create(10, 73),
|
---|
| 565 | Tuple.Create(10, 74),
|
---|
| 566 | Tuple.Create(10, 81),
|
---|
| 567 | Tuple.Create(10, 84),
|
---|
| 568 | Tuple.Create(10, 85),
|
---|
| 569 | Tuple.Create(10, 92),
|
---|
| 570 | Tuple.Create(11, 17),
|
---|
| 571 | Tuple.Create(11, 18),
|
---|
| 572 | Tuple.Create(11, 19),
|
---|
| 573 | Tuple.Create(11, 20),
|
---|
| 574 | Tuple.Create(11, 21),
|
---|
| 575 | Tuple.Create(11, 29),
|
---|
| 576 | Tuple.Create(11, 30),
|
---|
| 577 | Tuple.Create(11, 31),
|
---|
| 578 | Tuple.Create(11, 32),
|
---|
| 579 | Tuple.Create(11, 33),
|
---|
| 580 | Tuple.Create(11, 40),
|
---|
| 581 | Tuple.Create(11, 41),
|
---|
| 582 | Tuple.Create(11, 42),
|
---|
| 583 | Tuple.Create(11, 43),
|
---|
| 584 | Tuple.Create(11, 44),
|
---|
| 585 | Tuple.Create(11, 53),
|
---|
| 586 | Tuple.Create(11, 54),
|
---|
| 587 | Tuple.Create(11, 55),
|
---|
| 588 | Tuple.Create(11, 56),
|
---|
| 589 | Tuple.Create(11, 57),
|
---|
| 590 | Tuple.Create(11, 64),
|
---|
| 591 | Tuple.Create(11, 65),
|
---|
| 592 | Tuple.Create(11, 66),
|
---|
| 593 | Tuple.Create(11, 67),
|
---|
| 594 | Tuple.Create(11, 68),
|
---|
| 595 | Tuple.Create(11, 76),
|
---|
| 596 | Tuple.Create(11, 77),
|
---|
| 597 | Tuple.Create(11, 78),
|
---|
| 598 | Tuple.Create(11, 79),
|
---|
| 599 | Tuple.Create(11, 80),
|
---|
| 600 | Tuple.Create(11, 87),
|
---|
| 601 | Tuple.Create(11, 88),
|
---|
| 602 | Tuple.Create(11, 89),
|
---|
| 603 | Tuple.Create(11, 90),
|
---|
| 604 | Tuple.Create(11, 91),
|
---|
| 605 | Tuple.Create(12, 23),
|
---|
| 606 | Tuple.Create(12, 25),
|
---|
| 607 | Tuple.Create(12, 27),
|
---|
| 608 | Tuple.Create(12, 30),
|
---|
| 609 | Tuple.Create(12, 32),
|
---|
| 610 | Tuple.Create(12, 46),
|
---|
| 611 | Tuple.Create(12, 49),
|
---|
| 612 | Tuple.Create(12, 51),
|
---|
| 613 | Tuple.Create(12, 54),
|
---|
| 614 | Tuple.Create(12, 56),
|
---|
| 615 | Tuple.Create(12, 70),
|
---|
| 616 | Tuple.Create(12, 72),
|
---|
| 617 | Tuple.Create(12, 74),
|
---|
| 618 | Tuple.Create(12, 77),
|
---|
| 619 | Tuple.Create(12, 79),
|
---|
| 620 | Tuple.Create(12, 93),
|
---|
| 621 | Tuple.Create(13, 23),
|
---|
| 622 | Tuple.Create(13, 24),
|
---|
| 623 | Tuple.Create(13, 26),
|
---|
| 624 | Tuple.Create(13, 29),
|
---|
| 625 | Tuple.Create(13, 31),
|
---|
| 626 | Tuple.Create(13, 46),
|
---|
| 627 | Tuple.Create(13, 48),
|
---|
| 628 | Tuple.Create(13, 50),
|
---|
| 629 | Tuple.Create(13, 53),
|
---|
| 630 | Tuple.Create(13, 55),
|
---|
| 631 | Tuple.Create(13, 70),
|
---|
| 632 | Tuple.Create(13, 71),
|
---|
| 633 | Tuple.Create(13, 73),
|
---|
| 634 | Tuple.Create(13, 76),
|
---|
| 635 | Tuple.Create(13, 78),
|
---|
| 636 | Tuple.Create(13, 93),
|
---|
| 637 | Tuple.Create(14, 23),
|
---|
| 638 | Tuple.Create(14, 25),
|
---|
| 639 | Tuple.Create(14, 28),
|
---|
| 640 | Tuple.Create(14, 30),
|
---|
| 641 | Tuple.Create(14, 33),
|
---|
| 642 | Tuple.Create(14, 46),
|
---|
| 643 | Tuple.Create(14, 49),
|
---|
| 644 | Tuple.Create(14, 52),
|
---|
| 645 | Tuple.Create(14, 54),
|
---|
| 646 | Tuple.Create(14, 57),
|
---|
| 647 | Tuple.Create(14, 70),
|
---|
| 648 | Tuple.Create(14, 72),
|
---|
| 649 | Tuple.Create(14, 75),
|
---|
| 650 | Tuple.Create(14, 77),
|
---|
| 651 | Tuple.Create(14, 80),
|
---|
| 652 | Tuple.Create(14, 93),
|
---|
| 653 | Tuple.Create(15, 23),
|
---|
| 654 | Tuple.Create(15, 24),
|
---|
| 655 | Tuple.Create(15, 28),
|
---|
| 656 | Tuple.Create(15, 29),
|
---|
| 657 | Tuple.Create(15, 33),
|
---|
| 658 | Tuple.Create(15, 46),
|
---|
| 659 | Tuple.Create(15, 48),
|
---|
| 660 | Tuple.Create(15, 52),
|
---|
| 661 | Tuple.Create(15, 53),
|
---|
| 662 | Tuple.Create(15, 57),
|
---|
| 663 | Tuple.Create(15, 70),
|
---|
| 664 | Tuple.Create(15, 71),
|
---|
| 665 | Tuple.Create(15, 75),
|
---|
| 666 | Tuple.Create(15, 76),
|
---|
| 667 | Tuple.Create(15, 80),
|
---|
| 668 | Tuple.Create(15, 93),
|
---|
| 669 | Tuple.Create(16, 23),
|
---|
| 670 | Tuple.Create(16, 26),
|
---|
| 671 | Tuple.Create(16, 27),
|
---|
| 672 | Tuple.Create(16, 31),
|
---|
| 673 | Tuple.Create(16, 32),
|
---|
| 674 | Tuple.Create(16, 46),
|
---|
| 675 | Tuple.Create(16, 50),
|
---|
| 676 | Tuple.Create(16, 51),
|
---|
| 677 | Tuple.Create(16, 55),
|
---|
| 678 | Tuple.Create(16, 56),
|
---|
| 679 | Tuple.Create(16, 70),
|
---|
| 680 | Tuple.Create(16, 73),
|
---|
| 681 | Tuple.Create(16, 74),
|
---|
| 682 | Tuple.Create(16, 78),
|
---|
| 683 | Tuple.Create(16, 79),
|
---|
| 684 | Tuple.Create(16, 93),
|
---|
| 685 | Tuple.Create(17, 23),
|
---|
| 686 | Tuple.Create(17, 25),
|
---|
| 687 | Tuple.Create(17, 27),
|
---|
| 688 | Tuple.Create(17, 34),
|
---|
| 689 | Tuple.Create(17, 46),
|
---|
| 690 | Tuple.Create(17, 49),
|
---|
| 691 | Tuple.Create(17, 51),
|
---|
| 692 | Tuple.Create(17, 58),
|
---|
| 693 | Tuple.Create(17, 70),
|
---|
| 694 | Tuple.Create(17, 72),
|
---|
| 695 | Tuple.Create(17, 74),
|
---|
| 696 | Tuple.Create(17, 81),
|
---|
| 697 | Tuple.Create(17, 93),
|
---|
| 698 | Tuple.Create(18, 23),
|
---|
| 699 | Tuple.Create(18, 24),
|
---|
| 700 | Tuple.Create(18, 26),
|
---|
| 701 | Tuple.Create(18, 34),
|
---|
| 702 | Tuple.Create(18, 46),
|
---|
| 703 | Tuple.Create(18, 48),
|
---|
| 704 | Tuple.Create(18, 50),
|
---|
| 705 | Tuple.Create(18, 58),
|
---|
| 706 | Tuple.Create(18, 70),
|
---|
| 707 | Tuple.Create(18, 71),
|
---|
| 708 | Tuple.Create(18, 73),
|
---|
| 709 | Tuple.Create(18, 81),
|
---|
| 710 | Tuple.Create(18, 93),
|
---|
| 711 | Tuple.Create(19, 23),
|
---|
| 712 | Tuple.Create(19, 25),
|
---|
| 713 | Tuple.Create(19, 28),
|
---|
| 714 | Tuple.Create(19, 34),
|
---|
| 715 | Tuple.Create(19, 46),
|
---|
| 716 | Tuple.Create(19, 49),
|
---|
| 717 | Tuple.Create(19, 52),
|
---|
| 718 | Tuple.Create(19, 58),
|
---|
| 719 | Tuple.Create(19, 70),
|
---|
| 720 | Tuple.Create(19, 72),
|
---|
| 721 | Tuple.Create(19, 75),
|
---|
| 722 | Tuple.Create(19, 81),
|
---|
| 723 | Tuple.Create(19, 93),
|
---|
| 724 | Tuple.Create(20, 23),
|
---|
| 725 | Tuple.Create(20, 24),
|
---|
| 726 | Tuple.Create(20, 28),
|
---|
| 727 | Tuple.Create(20, 34),
|
---|
| 728 | Tuple.Create(20, 46),
|
---|
| 729 | Tuple.Create(20, 48),
|
---|
| 730 | Tuple.Create(20, 52),
|
---|
| 731 | Tuple.Create(20, 58),
|
---|
| 732 | Tuple.Create(20, 70),
|
---|
| 733 | Tuple.Create(20, 71),
|
---|
| 734 | Tuple.Create(20, 75),
|
---|
| 735 | Tuple.Create(20, 81),
|
---|
| 736 | Tuple.Create(20, 93),
|
---|
| 737 | Tuple.Create(21, 23),
|
---|
| 738 | Tuple.Create(21, 26),
|
---|
| 739 | Tuple.Create(21, 27),
|
---|
| 740 | Tuple.Create(21, 34),
|
---|
| 741 | Tuple.Create(21, 46),
|
---|
| 742 | Tuple.Create(21, 50),
|
---|
| 743 | Tuple.Create(21, 51),
|
---|
| 744 | Tuple.Create(21, 58),
|
---|
| 745 | Tuple.Create(21, 70),
|
---|
| 746 | Tuple.Create(21, 73),
|
---|
| 747 | Tuple.Create(21, 74),
|
---|
| 748 | Tuple.Create(21, 81),
|
---|
| 749 | Tuple.Create(21, 93),
|
---|
| 750 | Tuple.Create(22, 23),
|
---|
| 751 | Tuple.Create(22, 29),
|
---|
| 752 | Tuple.Create(22, 30),
|
---|
| 753 | Tuple.Create(22, 31),
|
---|
| 754 | Tuple.Create(22, 32),
|
---|
| 755 | Tuple.Create(22, 33),
|
---|
| 756 | Tuple.Create(22, 46),
|
---|
| 757 | Tuple.Create(22, 53),
|
---|
| 758 | Tuple.Create(22, 54),
|
---|
| 759 | Tuple.Create(22, 55),
|
---|
| 760 | Tuple.Create(22, 56),
|
---|
| 761 | Tuple.Create(22, 57),
|
---|
| 762 | Tuple.Create(22, 70),
|
---|
| 763 | Tuple.Create(22, 76),
|
---|
| 764 | Tuple.Create(22, 77),
|
---|
| 765 | Tuple.Create(22, 78),
|
---|
| 766 | Tuple.Create(22, 79),
|
---|
| 767 | Tuple.Create(22, 80),
|
---|
| 768 | Tuple.Create(22, 93),
|
---|
| 769 | Tuple.Create(23, 35),
|
---|
| 770 | Tuple.Create(23, 36),
|
---|
| 771 | Tuple.Create(23, 37),
|
---|
| 772 | Tuple.Create(23, 38),
|
---|
| 773 | Tuple.Create(23, 39),
|
---|
| 774 | Tuple.Create(23, 40),
|
---|
| 775 | Tuple.Create(23, 41),
|
---|
| 776 | Tuple.Create(23, 42),
|
---|
| 777 | Tuple.Create(23, 43),
|
---|
| 778 | Tuple.Create(23, 44),
|
---|
| 779 | Tuple.Create(23, 45),
|
---|
| 780 | Tuple.Create(23, 59),
|
---|
| 781 | Tuple.Create(23, 60),
|
---|
| 782 | Tuple.Create(23, 61),
|
---|
| 783 | Tuple.Create(23, 62),
|
---|
| 784 | Tuple.Create(23, 63),
|
---|
| 785 | Tuple.Create(23, 64),
|
---|
| 786 | Tuple.Create(23, 65),
|
---|
| 787 | Tuple.Create(23, 66),
|
---|
| 788 | Tuple.Create(23, 67),
|
---|
| 789 | Tuple.Create(23, 68),
|
---|
| 790 | Tuple.Create(23, 69),
|
---|
| 791 | Tuple.Create(23, 82),
|
---|
| 792 | Tuple.Create(23, 83),
|
---|
| 793 | Tuple.Create(23, 84),
|
---|
| 794 | Tuple.Create(23, 85),
|
---|
| 795 | Tuple.Create(23, 86),
|
---|
| 796 | Tuple.Create(23, 87),
|
---|
| 797 | Tuple.Create(23, 88),
|
---|
| 798 | Tuple.Create(23, 89),
|
---|
| 799 | Tuple.Create(23, 90),
|
---|
| 800 | Tuple.Create(23, 91),
|
---|
| 801 | Tuple.Create(23, 92),
|
---|
| 802 | Tuple.Create(24, 47),
|
---|
| 803 | Tuple.Create(24, 49),
|
---|
| 804 | Tuple.Create(24, 51),
|
---|
| 805 | Tuple.Create(24, 54),
|
---|
| 806 | Tuple.Create(24, 56),
|
---|
| 807 | Tuple.Create(24, 60),
|
---|
| 808 | Tuple.Create(24, 62),
|
---|
| 809 | Tuple.Create(24, 65),
|
---|
| 810 | Tuple.Create(24, 67),
|
---|
| 811 | Tuple.Create(24, 94),
|
---|
| 812 | Tuple.Create(25, 47),
|
---|
| 813 | Tuple.Create(25, 48),
|
---|
| 814 | Tuple.Create(25, 50),
|
---|
| 815 | Tuple.Create(25, 53),
|
---|
| 816 | Tuple.Create(25, 55),
|
---|
| 817 | Tuple.Create(25, 59),
|
---|
| 818 | Tuple.Create(25, 61),
|
---|
| 819 | Tuple.Create(25, 64),
|
---|
| 820 | Tuple.Create(25, 66),
|
---|
| 821 | Tuple.Create(25, 94),
|
---|
| 822 | Tuple.Create(26, 47),
|
---|
| 823 | Tuple.Create(26, 49),
|
---|
| 824 | Tuple.Create(26, 52),
|
---|
| 825 | Tuple.Create(26, 54),
|
---|
| 826 | Tuple.Create(26, 57),
|
---|
| 827 | Tuple.Create(26, 60),
|
---|
| 828 | Tuple.Create(26, 63),
|
---|
| 829 | Tuple.Create(26, 65),
|
---|
| 830 | Tuple.Create(26, 68),
|
---|
| 831 | Tuple.Create(26, 94),
|
---|
| 832 | Tuple.Create(27, 47),
|
---|
| 833 | Tuple.Create(27, 48),
|
---|
| 834 | Tuple.Create(27, 52),
|
---|
| 835 | Tuple.Create(27, 53),
|
---|
| 836 | Tuple.Create(27, 57),
|
---|
| 837 | Tuple.Create(27, 59),
|
---|
| 838 | Tuple.Create(27, 63),
|
---|
| 839 | Tuple.Create(27, 64),
|
---|
| 840 | Tuple.Create(27, 68),
|
---|
| 841 | Tuple.Create(27, 94),
|
---|
| 842 | Tuple.Create(28, 47),
|
---|
| 843 | Tuple.Create(28, 50),
|
---|
| 844 | Tuple.Create(28, 51),
|
---|
| 845 | Tuple.Create(28, 55),
|
---|
| 846 | Tuple.Create(28, 56),
|
---|
| 847 | Tuple.Create(28, 61),
|
---|
| 848 | Tuple.Create(28, 62),
|
---|
| 849 | Tuple.Create(28, 66),
|
---|
| 850 | Tuple.Create(28, 67),
|
---|
| 851 | Tuple.Create(28, 94),
|
---|
| 852 | Tuple.Create(29, 47),
|
---|
| 853 | Tuple.Create(29, 49),
|
---|
| 854 | Tuple.Create(29, 51),
|
---|
| 855 | Tuple.Create(29, 58),
|
---|
| 856 | Tuple.Create(29, 60),
|
---|
| 857 | Tuple.Create(29, 62),
|
---|
| 858 | Tuple.Create(29, 69),
|
---|
| 859 | Tuple.Create(29, 94),
|
---|
| 860 | Tuple.Create(30, 47),
|
---|
| 861 | Tuple.Create(30, 48),
|
---|
| 862 | Tuple.Create(30, 50),
|
---|
| 863 | Tuple.Create(30, 58),
|
---|
| 864 | Tuple.Create(30, 59),
|
---|
| 865 | Tuple.Create(30, 61),
|
---|
| 866 | Tuple.Create(30, 69),
|
---|
| 867 | Tuple.Create(30, 94),
|
---|
| 868 | Tuple.Create(31, 47),
|
---|
| 869 | Tuple.Create(31, 49),
|
---|
| 870 | Tuple.Create(31, 52),
|
---|
| 871 | Tuple.Create(31, 58),
|
---|
| 872 | Tuple.Create(31, 60),
|
---|
| 873 | Tuple.Create(31, 63),
|
---|
| 874 | Tuple.Create(31, 69),
|
---|
| 875 | Tuple.Create(31, 94),
|
---|
| 876 | Tuple.Create(32, 47),
|
---|
| 877 | Tuple.Create(32, 48),
|
---|
| 878 | Tuple.Create(32, 52),
|
---|
| 879 | Tuple.Create(32, 58),
|
---|
| 880 | Tuple.Create(32, 59),
|
---|
| 881 | Tuple.Create(32, 63),
|
---|
| 882 | Tuple.Create(32, 69),
|
---|
| 883 | Tuple.Create(32, 94),
|
---|
| 884 | Tuple.Create(33, 47),
|
---|
| 885 | Tuple.Create(33, 50),
|
---|
| 886 | Tuple.Create(33, 51),
|
---|
| 887 | Tuple.Create(33, 58),
|
---|
| 888 | Tuple.Create(33, 61),
|
---|
| 889 | Tuple.Create(33, 62),
|
---|
| 890 | Tuple.Create(33, 69),
|
---|
| 891 | Tuple.Create(33, 94),
|
---|
| 892 | Tuple.Create(34, 47),
|
---|
| 893 | Tuple.Create(34, 53),
|
---|
| 894 | Tuple.Create(34, 54),
|
---|
| 895 | Tuple.Create(34, 55),
|
---|
| 896 | Tuple.Create(34, 56),
|
---|
| 897 | Tuple.Create(34, 57),
|
---|
| 898 | Tuple.Create(34, 64),
|
---|
| 899 | Tuple.Create(34, 65),
|
---|
| 900 | Tuple.Create(34, 66),
|
---|
| 901 | Tuple.Create(34, 67),
|
---|
| 902 | Tuple.Create(34, 68),
|
---|
| 903 | Tuple.Create(34, 94),
|
---|
| 904 | Tuple.Create(35, 47),
|
---|
| 905 | Tuple.Create(35, 49),
|
---|
| 906 | Tuple.Create(35, 51),
|
---|
| 907 | Tuple.Create(35, 54),
|
---|
| 908 | Tuple.Create(35, 56),
|
---|
| 909 | Tuple.Create(35, 70),
|
---|
| 910 | Tuple.Create(35, 94),
|
---|
| 911 | Tuple.Create(36, 47),
|
---|
| 912 | Tuple.Create(36, 48),
|
---|
| 913 | Tuple.Create(36, 50),
|
---|
| 914 | Tuple.Create(36, 53),
|
---|
| 915 | Tuple.Create(36, 55),
|
---|
| 916 | Tuple.Create(36, 70),
|
---|
| 917 | Tuple.Create(36, 94),
|
---|
| 918 | Tuple.Create(37, 47),
|
---|
| 919 | Tuple.Create(37, 49),
|
---|
| 920 | Tuple.Create(37, 52),
|
---|
| 921 | Tuple.Create(37, 54),
|
---|
| 922 | Tuple.Create(37, 57),
|
---|
| 923 | Tuple.Create(37, 70),
|
---|
| 924 | Tuple.Create(37, 94),
|
---|
| 925 | Tuple.Create(38, 47),
|
---|
| 926 | Tuple.Create(38, 48),
|
---|
| 927 | Tuple.Create(38, 52),
|
---|
| 928 | Tuple.Create(38, 53),
|
---|
| 929 | Tuple.Create(38, 57),
|
---|
| 930 | Tuple.Create(38, 70),
|
---|
| 931 | Tuple.Create(38, 94),
|
---|
| 932 | Tuple.Create(39, 47),
|
---|
| 933 | Tuple.Create(39, 50),
|
---|
| 934 | Tuple.Create(39, 51),
|
---|
| 935 | Tuple.Create(39, 55),
|
---|
| 936 | Tuple.Create(39, 56),
|
---|
| 937 | Tuple.Create(39, 70),
|
---|
| 938 | Tuple.Create(39, 94),
|
---|
| 939 | Tuple.Create(40, 47),
|
---|
| 940 | Tuple.Create(40, 49),
|
---|
| 941 | Tuple.Create(40, 51),
|
---|
| 942 | Tuple.Create(40, 58),
|
---|
| 943 | Tuple.Create(40, 70),
|
---|
| 944 | Tuple.Create(40, 94),
|
---|
| 945 | Tuple.Create(41, 47),
|
---|
| 946 | Tuple.Create(41, 48),
|
---|
| 947 | Tuple.Create(41, 50),
|
---|
| 948 | Tuple.Create(41, 58),
|
---|
| 949 | Tuple.Create(41, 70),
|
---|
| 950 | Tuple.Create(41, 94),
|
---|
| 951 | Tuple.Create(42, 47),
|
---|
| 952 | Tuple.Create(42, 49),
|
---|
| 953 | Tuple.Create(42, 52),
|
---|
| 954 | Tuple.Create(42, 58),
|
---|
| 955 | Tuple.Create(42, 70),
|
---|
| 956 | Tuple.Create(42, 94),
|
---|
| 957 | Tuple.Create(43, 47),
|
---|
| 958 | Tuple.Create(43, 48),
|
---|
| 959 | Tuple.Create(43, 52),
|
---|
| 960 | Tuple.Create(43, 58),
|
---|
| 961 | Tuple.Create(43, 70),
|
---|
| 962 | Tuple.Create(43, 94),
|
---|
| 963 | Tuple.Create(44, 47),
|
---|
| 964 | Tuple.Create(44, 50),
|
---|
| 965 | Tuple.Create(44, 51),
|
---|
| 966 | Tuple.Create(44, 58),
|
---|
| 967 | Tuple.Create(44, 70),
|
---|
| 968 | Tuple.Create(44, 94),
|
---|
| 969 | Tuple.Create(45, 47),
|
---|
| 970 | Tuple.Create(45, 53),
|
---|
| 971 | Tuple.Create(45, 54),
|
---|
| 972 | Tuple.Create(45, 55),
|
---|
| 973 | Tuple.Create(45, 56),
|
---|
| 974 | Tuple.Create(45, 57),
|
---|
| 975 | Tuple.Create(45, 70),
|
---|
| 976 | Tuple.Create(45, 94),
|
---|
| 977 | Tuple.Create(46, 47),
|
---|
| 978 | Tuple.Create(46, 59),
|
---|
| 979 | Tuple.Create(46, 60),
|
---|
| 980 | Tuple.Create(46, 61),
|
---|
| 981 | Tuple.Create(46, 62),
|
---|
| 982 | Tuple.Create(46, 63),
|
---|
| 983 | Tuple.Create(46, 64),
|
---|
| 984 | Tuple.Create(46, 65),
|
---|
| 985 | Tuple.Create(46, 66),
|
---|
| 986 | Tuple.Create(46, 67),
|
---|
| 987 | Tuple.Create(46, 68),
|
---|
| 988 | Tuple.Create(46, 69),
|
---|
| 989 | Tuple.Create(46, 94),
|
---|
| 990 | Tuple.Create(47, 71),
|
---|
| 991 | Tuple.Create(47, 72),
|
---|
| 992 | Tuple.Create(47, 73),
|
---|
| 993 | Tuple.Create(47, 74),
|
---|
| 994 | Tuple.Create(47, 75),
|
---|
| 995 | Tuple.Create(47, 76),
|
---|
| 996 | Tuple.Create(47, 77),
|
---|
| 997 | Tuple.Create(47, 78),
|
---|
| 998 | Tuple.Create(47, 79),
|
---|
| 999 | Tuple.Create(47, 80),
|
---|
| 1000 | Tuple.Create(47, 81),
|
---|
| 1001 | Tuple.Create(47, 82),
|
---|
| 1002 | Tuple.Create(47, 83),
|
---|
| 1003 | Tuple.Create(47, 84),
|
---|
| 1004 | Tuple.Create(47, 85),
|
---|
| 1005 | Tuple.Create(47, 86),
|
---|
| 1006 | Tuple.Create(47, 87),
|
---|
| 1007 | Tuple.Create(47, 88),
|
---|
| 1008 | Tuple.Create(47, 89),
|
---|
| 1009 | Tuple.Create(47, 90),
|
---|
| 1010 | Tuple.Create(47, 91),
|
---|
| 1011 | Tuple.Create(47, 92),
|
---|
| 1012 | Tuple.Create(47, 93),
|
---|
| 1013 | Tuple.Create(48, 95),
|
---|
| 1014 | Tuple.Create(49, 95),
|
---|
| 1015 | Tuple.Create(50, 95),
|
---|
| 1016 | Tuple.Create(51, 95),
|
---|
| 1017 | Tuple.Create(52, 95),
|
---|
| 1018 | Tuple.Create(53, 95),
|
---|
| 1019 | Tuple.Create(54, 95),
|
---|
| 1020 | Tuple.Create(55, 95),
|
---|
| 1021 | Tuple.Create(56, 95),
|
---|
| 1022 | Tuple.Create(57, 95),
|
---|
| 1023 | Tuple.Create(58, 95),
|
---|
| 1024 | Tuple.Create(59, 95),
|
---|
| 1025 | Tuple.Create(60, 95),
|
---|
| 1026 | Tuple.Create(61, 95),
|
---|
| 1027 | Tuple.Create(62, 95),
|
---|
| 1028 | Tuple.Create(63, 95),
|
---|
| 1029 | Tuple.Create(64, 95),
|
---|
| 1030 | Tuple.Create(65, 95),
|
---|
| 1031 | Tuple.Create(66, 95),
|
---|
| 1032 | Tuple.Create(67, 95),
|
---|
| 1033 | Tuple.Create(68, 95),
|
---|
| 1034 | Tuple.Create(69, 95),
|
---|
| 1035 | Tuple.Create(70, 95),
|
---|
| 1036 | Tuple.Create(71, 95),
|
---|
| 1037 | Tuple.Create(72, 95),
|
---|
| 1038 | Tuple.Create(73, 95),
|
---|
| 1039 | Tuple.Create(74, 95),
|
---|
| 1040 | Tuple.Create(75, 95),
|
---|
| 1041 | Tuple.Create(76, 95),
|
---|
| 1042 | Tuple.Create(77, 95),
|
---|
| 1043 | Tuple.Create(78, 95),
|
---|
| 1044 | Tuple.Create(79, 95),
|
---|
| 1045 | Tuple.Create(80, 95),
|
---|
| 1046 | Tuple.Create(81, 95),
|
---|
| 1047 | Tuple.Create(82, 95),
|
---|
| 1048 | Tuple.Create(83, 95),
|
---|
| 1049 | Tuple.Create(84, 95),
|
---|
| 1050 | Tuple.Create(85, 95),
|
---|
| 1051 | Tuple.Create(86, 95),
|
---|
| 1052 | Tuple.Create(87, 95),
|
---|
| 1053 | Tuple.Create(88, 95),
|
---|
| 1054 | Tuple.Create(89, 95),
|
---|
| 1055 | Tuple.Create(90, 95),
|
---|
| 1056 | Tuple.Create(91, 95),
|
---|
| 1057 | Tuple.Create(92, 95),
|
---|
| 1058 | Tuple.Create(93, 95),
|
---|
| 1059 | Tuple.Create(94, 95)
|
---|
| 1060 | };
|
---|
| 1061 | #endregion
|
---|
| 1062 | }
|
---|
| 1063 | }
|
---|