1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2017 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.Threading;
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25 | using HeuristicLab.Common;
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26 | using HeuristicLab.Core;
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27 | using HeuristicLab.Core.Networks;
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28 | using HeuristicLab.Data;
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29 | using HeuristicLab.Encodings.BinaryVectorEncoding;
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30 | using HeuristicLab.Encodings.PermutationEncoding;
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31 | using HeuristicLab.Encodings.RealVectorEncoding;
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32 | using HeuristicLab.Operators;
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33 | using HeuristicLab.Optimization;
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34 | using HeuristicLab.Parameters;
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35 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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36 | using HeuristicLab.Problems.TravelingSalesman;
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37 |
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38 | namespace HeuristicLab.Networks.IntegratedOptimization.TravelingThief {
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39 | [Item("TtpOrchestratorNode", "An abstract base class for orchestrators used in TTP optimization networks.")]
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40 | [StorableClass]
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41 | public abstract class TtpOrchestratorNode : OrchestratorNode {
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42 | #region Constants
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43 | private const string InstanceParameterName = "Instance";
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44 | private const string TspParameterName = "TSP";
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45 | private const string KspParameterName = "KSP";
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46 | private const string AvailabilityParameterName = "Availability";
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47 | private const string MinSpeedParameterName = "MinSpeed";
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48 | private const string MaxSpeedParameterName = "MaxSpeed";
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49 | private const string RentingRatioParameterName = "RentingRatio";
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50 | private const string MetaSolverName = "MetaSolver";
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51 | private const string TspSolverName = "TspSolver";
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52 | private const string KspSolverName = "KspSolver";
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53 | #endregion
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54 |
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55 | protected CancellationTokenSource cts;
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56 | protected ResultCollection tspResults, kspResults;
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57 |
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58 | [Storable]
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59 | protected double[,] tspCoordinates = new double[0, 0];
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60 | [Storable]
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61 | protected TtpUtils.DistanceType distanceType;
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62 | [Storable]
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63 | protected int kspCapacity;
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64 | [Storable]
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65 | protected int[] kspItemWeights = new int[0], kspItemValues = new int[0], ttpAvailability = new int[0];
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66 | [Storable]
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67 | protected double ttpMinSpeed, ttpMaxSpeed, ttpRentingRatio;
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68 |
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69 | #region Parameters
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70 | public IFixedValueParameter<TextFileValue> InstanceParameter {
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71 | get { return (IFixedValueParameter<TextFileValue>)Parameters[InstanceParameterName]; }
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72 | }
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73 |
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74 | public IValueParameter<TravelingSalesmanProblem> TspParameter {
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75 | get { return (IValueParameter<TravelingSalesmanProblem>)Parameters[TspParameterName]; }
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76 | }
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77 |
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78 | public IValueParameter<BinaryKnapsackProblem> KspParameter {
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79 | get { return (IValueParameter<BinaryKnapsackProblem>)Parameters[KspParameterName]; }
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80 | }
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81 |
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82 | public IValueParameter<IntArray> AvailabilityParameter {
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83 | get { return (IValueParameter<IntArray>)Parameters[AvailabilityParameterName]; }
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84 | }
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85 |
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86 | public IValueParameter<DoubleValue> MinSpeedParameter {
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87 | get { return (IValueParameter<DoubleValue>)Parameters[MinSpeedParameterName]; }
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88 | }
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89 |
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90 | public IValueParameter<DoubleValue> MaxSpeedParameter {
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91 | get { return (IValueParameter<DoubleValue>)Parameters[MaxSpeedParameterName]; }
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92 | }
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93 |
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94 | public IValueParameter<DoubleValue> RentingRatioParameter {
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95 | get { return (IValueParameter<DoubleValue>)Parameters[RentingRatioParameterName]; }
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96 | }
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97 | #endregion
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98 |
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99 | #region Ports
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100 | public IMessagePort MetaSolverOrchestrationPort {
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101 | get { return (IMessagePort)Ports[MetaSolverName + OrchestrationPortNameSuffix]; }
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102 | }
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103 |
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104 | public IMessagePort MetaSolverEvaluationPort {
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105 | get { return (IMessagePort)Ports[MetaSolverName + EvaluationPortNameSuffix]; }
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106 | }
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107 |
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108 | public IMessagePort TspSolverOrchestrationPort {
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109 | get { return (IMessagePort)Ports[TspSolverName + OrchestrationPortNameSuffix]; }
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110 | }
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111 |
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112 | public IMessagePort TspSolverEvaluationPort {
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113 | get { return (IMessagePort)Ports[TspSolverName + EvaluationPortNameSuffix]; }
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114 | }
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115 |
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116 | public IMessagePort KspSolverOrchestrationPort {
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117 | get { return (IMessagePort)Ports[KspSolverName + OrchestrationPortNameSuffix]; }
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118 | }
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119 |
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120 | public IMessagePort KspSolverEvaluationPort {
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121 | get { return (IMessagePort)Ports[KspSolverName + EvaluationPortNameSuffix]; }
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122 | }
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123 | #endregion
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124 |
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125 | [StorableConstructor]
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126 | protected TtpOrchestratorNode(bool deserializing) : base(deserializing) { }
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127 | protected TtpOrchestratorNode(TtpOrchestratorNode original, Cloner cloner) : base(original, cloner) {
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128 | tspCoordinates = (double[,])original.tspCoordinates.Clone();
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129 | kspCapacity = original.kspCapacity;
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130 | kspItemWeights = (int[])original.kspItemWeights.Clone();
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131 | kspItemValues = (int[])original.kspItemValues.Clone();
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132 | ttpAvailability = (int[])original.ttpAvailability.Clone();
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133 | ttpMinSpeed = original.ttpMinSpeed;
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134 | ttpMaxSpeed = original.ttpMaxSpeed;
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135 | ttpRentingRatio = original.ttpRentingRatio;
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136 |
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137 | RegisterEvents();
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138 | }
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139 | protected TtpOrchestratorNode() : this("TtpOrchestratorNode") { }
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140 | protected TtpOrchestratorNode(string name) : base(name) {
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141 | #region Configure Parameters
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142 | Parameters.Add(new FixedValueParameter<TextFileValue>(InstanceParameterName));
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143 | Parameters.Add(new ValueParameter<TravelingSalesmanProblem>(TspParameterName, new TravelingSalesmanProblem()));
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144 | Parameters.Add(new ValueParameter<BinaryKnapsackProblem>(KspParameterName, new BinaryKnapsackProblem()));
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145 | Parameters.Add(new ValueParameter<IntArray>(AvailabilityParameterName));
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146 | Parameters.Add(new ValueParameter<DoubleValue>(MinSpeedParameterName, new DoubleValue(0.1)));
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147 | Parameters.Add(new ValueParameter<DoubleValue>(MaxSpeedParameterName, new DoubleValue(1.0)));
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148 | Parameters.Add(new ValueParameter<DoubleValue>(RentingRatioParameterName, new DoubleValue(0.5)));
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149 | #endregion
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150 |
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151 | #region Configure Ports
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152 | AddOrchestrationPort<VariegationProblem>(MetaSolverName);
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153 | AddEvaluationPort<RealVector>(MetaSolverName, "RealVector", "Quality");
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154 | AddOrchestrationPort<TourProfitProblem>(TspSolverName);
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155 | AddEvaluationPort<Permutation>(TspSolverName, "TSPTour", "TSPTourLength");
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156 | AddOrchestrationPort<BinaryKnapsackProblem>(KspSolverName);
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157 | AddEvaluationPort<BinaryVector>(KspSolverName, "KnapsackSolution", "Quality");
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158 |
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159 | RegisterEvents();
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160 | #endregion
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161 | }
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162 |
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163 | [StorableHook(HookType.AfterDeserialization)]
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164 | private void AfterDeserialization() {
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165 | RegisterEvents();
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166 | }
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167 |
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168 | protected virtual void RegisterEvents() {
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169 | InstanceParameter.Value.ToStringChanged += InstanceParameter_Value_ToStringChanged;
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170 | MetaSolverOrchestrationPort.ConnectedPortChanged += MetaSolverOrchestrationPort_ConnectedPortChanged;
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171 | TspSolverOrchestrationPort.ConnectedPortChanged += TspSolverOrchestrationPort_ConnectedPortChanged;
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172 | KspSolverOrchestrationPort.ConnectedPortChanged += KspSolverOrchestrationPort_ConnectedPortChanged;
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173 | }
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174 |
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175 | private void InstanceParameter_Value_ToStringChanged(object sender, EventArgs e) {
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176 | string filePath = InstanceParameter.Value.Value;
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177 | TtpUtils.Import(filePath, out tspCoordinates, out distanceType,
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178 | out kspCapacity, out kspItemValues, out kspItemWeights,
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179 | out ttpAvailability, out ttpMinSpeed, out ttpMaxSpeed, out ttpRentingRatio);
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180 |
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181 | var tsp = TspParameter.Value;
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182 | tsp.Coordinates = new DoubleMatrix(tspCoordinates);
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183 |
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184 | var ksp = KspParameter.Value;
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185 | ksp.KnapsackCapacity.Value = kspCapacity;
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186 | ksp.Encoding.Length = kspItemValues.Length;
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187 | ksp.Values = new IntArray(kspItemValues);
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188 | ksp.Weights = new IntArray(kspItemWeights);
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189 |
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190 | AvailabilityParameter.Value = new IntArray(ttpAvailability);
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191 | MinSpeedParameter.Value.Value = ttpMinSpeed;
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192 | MaxSpeedParameter.Value.Value = ttpMaxSpeed;
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193 | RentingRatioParameter.Value.Value = ttpRentingRatio;
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194 |
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195 | Prepare();
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196 | }
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197 |
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198 | public override void Prepare(bool clearRuns = false) {
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199 | Results.Clear();
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200 |
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201 | var metaMsg = MetaSolverOrchestrationPort.PrepareMessage();
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202 | var msgFlags = OrchestrationMessage.Prepare | OrchestrationMessage.SetEvalHook;
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203 | if (clearRuns) msgFlags |= OrchestrationMessage.ClearRuns;
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204 | metaMsg["OrchestrationMessage"] = new EnumValue<OrchestrationMessage>(msgFlags);
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205 | var problem = new VariegationProblem();
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206 | problem.Encoding.Length = KspParameter.Value.Length;
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207 | problem.Encoding.Bounds = new DoubleMatrix(new[,] { { -1.0, 1.0 } });
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208 | metaMsg["Problem"] = problem;
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209 | MetaSolverOrchestrationPort.SendMessage(metaMsg);
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210 | }
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211 |
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212 | public override void Start() {
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213 | cts = new CancellationTokenSource();
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214 |
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215 | var metaMsg = MetaSolverOrchestrationPort.PrepareMessage();
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216 | metaMsg["OrchestrationMessage"] = new EnumValue<OrchestrationMessage>(OrchestrationMessage.Start);
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217 | MetaSolverOrchestrationPort.SendMessage(metaMsg);
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218 | }
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219 |
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220 | public override void Pause() {
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221 | cts.Cancel();
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222 |
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223 | var metaMsg = MetaSolverOrchestrationPort.PrepareMessage();
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224 | metaMsg["OrchestrationMessage"] = new EnumValue<OrchestrationMessage>(OrchestrationMessage.Pause);
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225 | MetaSolverOrchestrationPort.SendMessage(metaMsg);
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226 |
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227 | var tspMsg = TspSolverOrchestrationPort.PrepareMessage();
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228 | tspMsg["OrchestrationMessage"] = new EnumValue<OrchestrationMessage>(OrchestrationMessage.Stop);
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229 | TspSolverOrchestrationPort.SendMessage(tspMsg);
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230 |
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231 | var kspMsg = KspSolverOrchestrationPort.PrepareMessage();
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232 | kspMsg["OrchestrationMessage"] = new EnumValue<OrchestrationMessage>(OrchestrationMessage.Stop);
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233 | KspSolverOrchestrationPort.SendMessage(kspMsg);
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234 | }
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235 |
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236 | public override void Stop() {
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237 | cts.Cancel();
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238 |
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239 | var metaMsg = MetaSolverOrchestrationPort.PrepareMessage();
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240 | metaMsg["OrchestrationMessage"] = new EnumValue<OrchestrationMessage>(OrchestrationMessage.Stop);
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241 | MetaSolverOrchestrationPort.SendMessage(metaMsg);
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242 |
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243 | var tspMsg = TspSolverOrchestrationPort.PrepareMessage();
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244 | tspMsg["OrchestrationMessage"] = new EnumValue<OrchestrationMessage>(OrchestrationMessage.Stop);
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245 | TspSolverOrchestrationPort.SendMessage(tspMsg);
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246 |
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247 | var kspMsg = KspSolverOrchestrationPort.PrepareMessage();
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248 | kspMsg["OrchestrationMessage"] = new EnumValue<OrchestrationMessage>(OrchestrationMessage.Stop);
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249 | KspSolverOrchestrationPort.SendMessage(kspMsg);
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250 | }
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251 |
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252 | protected override void ProcessMessage(IMessage message, IMessagePort port, CancellationToken token) {
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253 | var messageActions = new Dictionary<IMessagePort, Action<IMessage>>();
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254 | messageActions.Add(MetaSolverOrchestrationPort, MetaSolverOrchestrationPortMessage);
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255 | messageActions.Add(MetaSolverEvaluationPort, MetaSolverEvaluationPortMessage);
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256 | messageActions.Add(TspSolverOrchestrationPort, TspSolverOrchestrationPortMessage);
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257 | messageActions.Add(TspSolverEvaluationPort, TspSolverEvaluationPortMessage);
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258 | messageActions.Add(KspSolverOrchestrationPort, KspSolverOrchestrationPortMessage);
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259 | messageActions.Add(KspSolverEvaluationPort, KspSolverEvaluationPortMessage);
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260 |
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261 | messageActions[port](message);
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262 |
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263 | base.ProcessMessage(message, port, token);
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264 | }
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265 |
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266 | #region MetaSolver Message Handling
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267 | protected virtual void MetaSolverOrchestrationPortMessage(IMessage message) { }
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268 |
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269 | protected virtual void MetaSolverEvaluationPortMessage(IMessage message) { }
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270 | #endregion
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271 |
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272 | #region TspSolver Message Handling
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273 | protected virtual void TspSolverOrchestrationPortMessage(IMessage message) {
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274 | var results = (ResultCollection)message["Results"];
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275 | if (results.ContainsKey("Best TSP Solution")) {
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276 | tspResults = results;
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277 | }
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278 | }
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279 |
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280 | protected virtual void TspSolverEvaluationPortMessage(IMessage message) { }
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281 | #endregion
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282 |
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283 | #region KspSolver Message Handling
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284 | protected virtual void KspSolverOrchestrationPortMessage(IMessage message) {
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285 | var results = (ResultCollection)message["Results"];
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286 | if (results.ContainsKey("Best Solution")) {
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287 | kspResults = results;
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288 | }
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289 | }
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290 |
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291 | private void KspSolverEvaluationPortMessage(IMessage message) { }
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292 | #endregion
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293 |
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294 | #region Event Handlers
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295 | private void MetaSolverOrchestrationPort_ConnectedPortChanged(object sender, EventArgs e) {
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296 | if (MetaSolverOrchestrationPort.ConnectedPort == null) return;
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297 |
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298 | var node = MetaSolverOrchestrationPort.ConnectedPort.Parent as OrchestratedAlgorithmNode;
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299 | if (node == null) return;
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300 |
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301 | var hook = new HookOperator { Name = "Meta Eval Hook" };
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302 | hook.Parameters.Add(new LookupParameter<RealVector>("RealVector") { Hidden = true });
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303 | hook.Parameters.Add(new LookupParameter<DoubleValue>("Quality") { Hidden = true });
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304 | node.EvalHook = hook;
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305 |
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306 | node.OrchestrationPort.CloneParametersFromPort(MetaSolverOrchestrationPort);
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307 | node.EvaluationPort.CloneParametersFromPort(MetaSolverEvaluationPort);
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308 | node.EvaluationPort.ConnectedPort = MetaSolverEvaluationPort;
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309 | }
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310 |
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311 | private void TspSolverOrchestrationPort_ConnectedPortChanged(object sender, EventArgs e) {
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312 | if (TspSolverOrchestrationPort.ConnectedPort == null) return;
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313 |
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314 | var node = TspSolverOrchestrationPort.ConnectedPort.Parent as OrchestratedAlgorithmNode;
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315 | if (node == null) return;
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316 |
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317 | var hook = new HookOperator { Name = "TSP Eval Hook" };
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318 | hook.Parameters.Add(new LookupParameter<Permutation>("TSPTour") { Hidden = true });
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319 | hook.Parameters.Add(new LookupParameter<DoubleValue>("TSPTourLength") { Hidden = true });
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320 | node.EvalHook = hook;
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321 |
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322 | node.OrchestrationPort.CloneParametersFromPort(TspSolverOrchestrationPort);
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323 | node.EvaluationPort.CloneParametersFromPort(TspSolverEvaluationPort);
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324 | node.EvaluationPort.ConnectedPort = TspSolverEvaluationPort;
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325 | }
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326 |
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327 | private void KspSolverOrchestrationPort_ConnectedPortChanged(object sender, EventArgs e) {
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328 | if (KspSolverOrchestrationPort.ConnectedPort == null) return;
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329 |
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330 | var node = KspSolverOrchestrationPort.ConnectedPort.Parent as OrchestratedAlgorithmNode;
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331 | if (node == null) return;
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332 |
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333 | var hook = new HookOperator { Name = "KSP Eval Hook" };
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334 | hook.Parameters.Add(new LookupParameter<BinaryVector>("KnapsackSolution") { Hidden = true });
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335 | hook.Parameters.Add(new LookupParameter<DoubleValue>("Quality") { Hidden = true });
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336 | node.EvalHook = hook;
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337 |
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338 | node.OrchestrationPort.CloneParametersFromPort(KspSolverOrchestrationPort);
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339 | node.EvaluationPort.CloneParametersFromPort(KspSolverEvaluationPort);
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340 | node.EvaluationPort.ConnectedPort = KspSolverEvaluationPort;
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341 | }
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342 | #endregion
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343 | }
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344 | }
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