1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2016 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 | using System;
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22 | using System.Drawing;
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23 | using System.Linq;
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24 | using System.Text;
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25 | using System.Windows.Forms;
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26 | using System.Windows.Forms.DataVisualization.Charting;
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27 | using HeuristicLab.Core.Views;
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28 | using HeuristicLab.MainForm;
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29 |
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30 | namespace HeuristicLab.Problems.TestFunctions.MultiObjective {
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31 | [View("Scatter Plot")]
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32 | [Content(typeof(ScatterPlotContent))]
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33 | public partial class MOQualitiesScatterPlotView : ItemView {
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34 | private const string QUALITIES = "Qualities";
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35 | private const string PARETO_FRONT = "Best Known Pareto Front";
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36 | private Series qualitySeries;
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37 | private Series paretoSeries;
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38 | private int xDim = 0;
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39 | private int yDim = 1;
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40 | int objectives = -1;
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41 |
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42 | public new ScatterPlotContent Content {
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43 | get { return (ScatterPlotContent)base.Content; }
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44 | set { base.Content = value; }
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45 | }
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46 |
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47 | public MOQualitiesScatterPlotView()
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48 | : base() {
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49 | InitializeComponent();
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50 |
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51 | BuildEmptySeries();
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52 |
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53 | //start with qualities toggled ON
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54 | qualitySeries.Points.AddXY(0, 0);
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55 |
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56 | this.chart.TextAntiAliasingQuality = TextAntiAliasingQuality.High;
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57 | this.chart.AxisViewChanged += new EventHandler<System.Windows.Forms.DataVisualization.Charting.ViewEventArgs>(chart_AxisViewChanged);
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58 | this.chart.GetToolTipText += new System.EventHandler<ToolTipEventArgs>(this.Chart_GetToolTipText);
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59 |
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60 | //configure axis
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61 | this.chart.CustomizeAllChartAreas();
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62 | this.chart.ChartAreas[0].AxisX.Title = "Objective " + xDim;
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63 | this.chart.ChartAreas[0].CursorX.IsUserSelectionEnabled = true;
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64 | this.chart.ChartAreas[0].AxisX.ScaleView.Zoomable = true;
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65 | this.chart.ChartAreas[0].CursorX.Interval = 1;
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66 | this.chart.ChartAreas[0].CursorY.Interval = 1;
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67 |
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68 | this.chart.ChartAreas[0].AxisY.Title = "Objective " + yDim;
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69 | this.chart.ChartAreas[0].CursorY.IsUserSelectionEnabled = true;
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70 | this.chart.ChartAreas[0].AxisY.ScaleView.Zoomable = true;
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71 | this.chart.ChartAreas[0].AxisY.IsStartedFromZero = true;
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72 | }
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73 |
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74 |
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75 | private void Chart_GetToolTipText(object sender, ToolTipEventArgs e) {
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76 | if (e.HitTestResult.ChartElementType == ChartElementType.LegendItem) {
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77 | if (e.HitTestResult.Series == paretoSeries && (Content.ParetoFront == null || Content.ParetoFront.Length == 0)) {
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78 | e.Text = "No optimal pareto front is available for this problem with this number of objectives";
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79 | }
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80 | if (e.HitTestResult.Series == paretoSeries && (xDim >= Content.Objectives || yDim >= Content.Objectives)) {
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81 | e.Text = "The optimal pareto front can only be displayed in Objective Space";
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82 | }
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83 | }
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84 |
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85 | // Check selected chart element and set tooltip text
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86 | if (e.HitTestResult.ChartElementType == ChartElementType.DataPoint) {
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87 | int i = e.HitTestResult.PointIndex;
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88 | StringBuilder toolTippText = new StringBuilder();
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89 | DataPoint qp = e.HitTestResult.Series.Points[i];
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90 | toolTippText.Append("Objective " + xDim + " = " + qp.XValue + "\n");
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91 | toolTippText.Append("Objective " + yDim + " = " + qp.YValues[0]);
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92 |
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93 | Series s = e.HitTestResult.Series;
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94 | if (s.Equals(this.chart.Series[QUALITIES])) {
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95 | double[] dp = Content.Solutions[i];
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96 | toolTippText.Append("\nSolution: {");
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97 | for (int j = 0; j < dp.Length; j++) {
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98 | toolTippText.Append(dp[j]);
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99 | toolTippText.Append(";");
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100 | }
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101 | toolTippText.Remove(toolTippText.Length - 1, 1);
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102 | toolTippText.Append("}");
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103 | e.Text = toolTippText.ToString();
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104 | }
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105 |
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106 |
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107 | }
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108 | }
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109 |
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110 | protected override void OnContentChanged() {
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111 | base.OnContentChanged();
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112 | if (Content == null) return;
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113 | if (objectives != Content.Objectives) {
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114 | AddMenuItems();
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115 | objectives = Content.Objectives;
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116 | }
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117 | if (Content.ParetoFront == null && chart.Series.Contains(paretoSeries)) {
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118 | Series s = this.chart.Series[PARETO_FRONT];
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119 | paretoSeries = null;
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120 | this.chart.Series.Remove(s);
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121 |
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122 | } else if (Content.ParetoFront != null && !chart.Series.Contains(paretoSeries)) {
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123 | this.chart.Series.Add(PARETO_FRONT);
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124 | paretoSeries = this.chart.Series[PARETO_FRONT];
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125 | this.chart.Series[PARETO_FRONT].LegendText = PARETO_FRONT;
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126 | this.chart.Series[PARETO_FRONT].ChartType = SeriesChartType.FastPoint;
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127 | }
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128 | UpdateChart();
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129 | }
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130 |
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131 | private void UpdateChart() {
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132 | if (InvokeRequired) Invoke((Action)UpdateChart);
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133 | else {
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134 | if (Content != null) {
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135 | this.UpdateSeries();
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136 | if (!this.chart.Series.Any(s => s.Points.Count > 0))
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137 | this.ClearChart();
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138 | }
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139 | }
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140 | }
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141 |
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142 | private void UpdateCursorInterval() {
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143 | var estimatedValues = this.chart.Series[QUALITIES].Points.Select(x => x.XValue).DefaultIfEmpty(1.0);
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144 | var targetValues = this.chart.Series[QUALITIES].Points.Select(x => x.YValues[0]).DefaultIfEmpty(1.0);
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145 | double estimatedValuesRange = estimatedValues.Max() - estimatedValues.Min();
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146 | double targetValuesRange = targetValues.Max() - targetValues.Min();
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147 | double interestingValuesRange = Math.Min(Math.Max(targetValuesRange, 1.0), Math.Max(estimatedValuesRange, 1.0));
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148 | double digits = (int)Math.Log10(interestingValuesRange) - 3;
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149 | double zoomInterval = Math.Max(Math.Pow(10, digits), 10E-5);
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150 | this.chart.ChartAreas[0].CursorX.Interval = zoomInterval;
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151 | this.chart.ChartAreas[0].CursorY.Interval = zoomInterval;
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152 |
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153 | this.chart.ChartAreas[0].AxisX.ScaleView.SmallScrollSize = zoomInterval;
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154 | this.chart.ChartAreas[0].AxisY.ScaleView.SmallScrollSize = zoomInterval;
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155 |
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156 | this.chart.ChartAreas[0].AxisX.ScaleView.SmallScrollMinSizeType = DateTimeIntervalType.Number;
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157 | this.chart.ChartAreas[0].AxisX.ScaleView.SmallScrollMinSize = zoomInterval;
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158 | this.chart.ChartAreas[0].AxisY.ScaleView.SmallScrollMinSizeType = DateTimeIntervalType.Number;
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159 | this.chart.ChartAreas[0].AxisY.ScaleView.SmallScrollMinSize = zoomInterval;
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160 |
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161 | if (digits < 0) {
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162 | this.chart.ChartAreas[0].AxisX.LabelStyle.Format = "F" + (int)Math.Abs(digits);
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163 | this.chart.ChartAreas[0].AxisY.LabelStyle.Format = "F" + (int)Math.Abs(digits);
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164 | } else {
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165 | this.chart.ChartAreas[0].AxisX.LabelStyle.Format = "F0";
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166 | this.chart.ChartAreas[0].AxisY.LabelStyle.Format = "F0";
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167 | }
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168 | }
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169 |
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170 | private void UpdateSeries() {
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171 | if (InvokeRequired) Invoke((Action)UpdateSeries);
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172 | else {
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173 |
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174 | if (this.chart.Series.Contains(qualitySeries) && qualitySeries.Points.Count() != 0) {
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175 | FillSeries(Content.Qualities, Content.Solutions, qualitySeries);
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176 | }
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177 | if (this.chart.Series.Contains(paretoSeries) && paretoSeries.Points.Count() != 0) {
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178 | FillSeries(Content.ParetoFront, null, paretoSeries);
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179 | }
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180 |
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181 |
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182 | double minX = Double.MaxValue;
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183 | double maxX = Double.MinValue;
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184 | double minY = Double.MaxValue;
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185 | double maxY = Double.MinValue;
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186 | foreach (Series s in this.chart.Series) {
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187 | if (s.Points.Count == 0) continue;
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188 | minX = Math.Min(minX, s.Points.Select(p => p.XValue).Min());
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189 | maxX = Math.Max(maxX, s.Points.Select(p => p.XValue).Max());
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190 | minY = Math.Min(minY, s.Points.Select(p => p.YValues.Min()).Min());
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191 | maxY = Math.Max(maxY, s.Points.Select(p => p.YValues.Max()).Max());
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192 | }
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193 |
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194 | maxX = maxX + 0.2 * Math.Abs(maxX);
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195 | minX = minX - 0.2 * Math.Abs(minX);
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196 | maxY = maxY + 0.2 * Math.Abs(maxY);
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197 | minY = minY - 0.2 * Math.Abs(minY);
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198 |
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199 | double interestingValuesRangeX = maxX - minX;
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200 | double interestingValuesRangeY = maxY - minY;
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201 |
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202 | int digitsX = Math.Max(0, 3 - (int)Math.Log10(interestingValuesRangeX));
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203 | int digitsY = Math.Max(0, 3 - (int)Math.Log10(interestingValuesRangeY));
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204 |
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205 |
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206 | maxX = Math.Round(maxX, digitsX);
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207 | minX = Math.Round(minX, digitsX);
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208 | maxY = Math.Round(maxY, digitsY);
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209 | minY = Math.Round(minY, digitsY);
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210 | if (minX > maxX) {
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211 | minX = 0;
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212 | maxX = 1;
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213 | }
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214 | if (minY > maxY) {
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215 | minY = 0;
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216 | maxY = 1;
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217 | }
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218 |
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219 |
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220 | this.chart.ChartAreas[0].AxisX.Maximum = maxX;
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221 | this.chart.ChartAreas[0].AxisX.Minimum = minX;
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222 | this.chart.ChartAreas[0].AxisY.Maximum = maxY;
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223 | this.chart.ChartAreas[0].AxisY.Minimum = minY;
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224 | UpdateCursorInterval();
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225 | }
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226 | }
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227 |
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228 | private void ClearChart() {
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229 | if (chart.Series.Contains(qualitySeries)) chart.Series.Remove(qualitySeries);
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230 | if (chart.Series.Contains(paretoSeries)) chart.Series.Remove(paretoSeries);
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231 | BuildEmptySeries();
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232 | }
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233 |
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234 | private void ToggleSeriesData(Series series) {
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235 | if (series.Points.Count > 0) { //checks if series is shown
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236 | series.Points.Clear();
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237 | } else if (Content != null) {
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238 | switch (series.Name) {
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239 | case PARETO_FRONT:
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240 | FillSeries(Content.ParetoFront, null, this.chart.Series[PARETO_FRONT]);
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241 | break;
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242 | case QUALITIES:
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243 | FillSeries(Content.Qualities, Content.Solutions, this.chart.Series[QUALITIES]);
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244 | break;
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245 | }
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246 | }
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247 | }
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248 |
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249 | private void chart_MouseDown(object sender, MouseEventArgs e) {
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250 | HitTestResult result = chart.HitTest(e.X, e.Y);
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251 | if (result.ChartElementType == ChartElementType.LegendItem) {
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252 | this.ToggleSeriesData(result.Series);
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253 | }
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254 |
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255 | }
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256 |
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257 | private void chart_MouseMove(object sender, MouseEventArgs e) {
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258 | HitTestResult result = chart.HitTest(e.X, e.Y);
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259 | if (result.ChartElementType == ChartElementType.LegendItem)
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260 | this.Cursor = Cursors.Hand;
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261 | else
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262 | this.Cursor = Cursors.Default;
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263 | }
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264 |
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265 | private void chart_AxisViewChanged(object sender, System.Windows.Forms.DataVisualization.Charting.ViewEventArgs e) {
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266 | this.chart.ChartAreas[0].AxisX.ScaleView.Size = e.NewSize;
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267 | this.chart.ChartAreas[0].AxisY.ScaleView.Size = e.NewSize;
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268 | }
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269 |
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270 | private void chart_CustomizeLegend(object sender, CustomizeLegendEventArgs e) {
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271 | if (this.chart.Series.Contains(qualitySeries)) e.LegendItems[0].Cells[1].ForeColor = this.chart.Series[QUALITIES].Points.Count == 0 ? Color.Gray : Color.Black;
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272 | if (this.chart.Series.Contains(paretoSeries)) e.LegendItems[1].Cells[1].ForeColor = this.chart.Series[PARETO_FRONT].Points.Count == 0 ? Color.Gray : Color.Black;
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273 | }
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274 |
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275 | private void AddMenuItems() {
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276 | chooseDimensionToolStripMenuItem.DropDownItems.Clear();
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277 | chooseYDimensionToolStripMenuItem.DropDownItems.Clear();
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278 | if (Content == null) { return; }
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279 | int i = 0;
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280 | for (; i < Content.Objectives; i++) {
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281 | //add Menu Points
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282 | ToolStripMenuItem xItem = MakeMenuItem("X", "Objective " + i, i);
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283 | ToolStripMenuItem yItem = MakeMenuItem("Y", "Objective " + i, i);
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284 | xItem.Click += new System.EventHandler(this.XMenu_Click);
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285 | yItem.Click += new System.EventHandler(this.YMenu_Click);
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286 | chooseDimensionToolStripMenuItem.DropDownItems.Add(xItem);
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287 | chooseYDimensionToolStripMenuItem.DropDownItems.Add(yItem);
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288 | }
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289 |
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290 | for (; i < Content.Solutions[0].Length + Content.Objectives; i++) {
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291 | ToolStripMenuItem xItem = MakeMenuItem("X", "ProblemDimension " + (i - Content.Objectives), i);
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292 | ToolStripMenuItem yItem = MakeMenuItem("Y", "ProblemDimension " + (i - Content.Objectives), i); ;
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293 | xItem.Click += new System.EventHandler(this.XMenu_Click);
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294 | yItem.Click += new System.EventHandler(this.YMenu_Click);
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295 | chooseDimensionToolStripMenuItem.DropDownItems.Add(xItem);
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296 | chooseYDimensionToolStripMenuItem.DropDownItems.Add(yItem);
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297 | }
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298 | }
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299 |
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300 | private ToolStripMenuItem MakeMenuItem(String axis, String label, int i) {
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301 | ToolStripMenuItem xItem = new ToolStripMenuItem();
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302 | xItem.Name = "obj" + i;
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303 | xItem.Size = new System.Drawing.Size(269, 38);
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304 | xItem.Text = label;
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305 | return xItem;
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306 | }
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307 |
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308 | private void YMenu_Click(object sender, EventArgs e) {
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309 | ToolStripMenuItem item = (ToolStripMenuItem)sender;
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310 | yDim = Int32.Parse(item.Name.Remove(0, 3));
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311 | String label = item.Text;
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312 | this.chooseYDimensionToolStripMenuItem.Text = label;
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313 | this.chart.ChartAreas[0].AxisY.Title = label;
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314 | UpdateChart();
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315 | }
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316 |
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317 | private void XMenu_Click(object sender, EventArgs e) {
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318 | ToolStripMenuItem item = (ToolStripMenuItem)sender;
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319 | xDim = Int32.Parse(item.Name.Remove(0, 3));
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320 | String label = item.Text;
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321 | this.chooseDimensionToolStripMenuItem.Text = label;
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322 | this.chart.ChartAreas[0].AxisX.Title = label;
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323 | UpdateChart();
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324 | }
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325 |
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326 | private void FillSeries(double[][] qualities, double[][] solutions, Series series) {
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327 | series.Points.Clear();
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328 | if (qualities == null || qualities.Length == 0) return;
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329 | int jx = xDim - qualities[0].Length;
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330 | int jy = yDim - qualities[0].Length;
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331 | if ((jx >= 0 || jy >= 0) && solutions == null) {
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332 | return;
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333 | }
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334 | for (int i = 0; i < qualities.Length; i++) { //Assumtion: Columnwise
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335 | double[] d = qualities[i];
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336 | double[] q = null;
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337 | if (jx >= 0 || jy >= 0) { q = solutions[i]; }
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338 | series.Points.AddXY(jx < 0 ? d[xDim] : q[jx], jy < 0 ? d[yDim] : q[jy]);
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339 | }
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340 | }
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341 |
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342 | private void BuildEmptySeries() {
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343 |
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344 | this.chart.Series.Add(QUALITIES);
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345 | qualitySeries = this.chart.Series[QUALITIES];
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346 |
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347 | this.chart.Series[QUALITIES].LegendText = QUALITIES;
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348 | this.chart.Series[QUALITIES].ChartType = SeriesChartType.FastPoint;
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349 |
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350 | this.chart.Series.Add(PARETO_FRONT);
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351 | paretoSeries = this.chart.Series[PARETO_FRONT];
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352 | paretoSeries.Color = Color.FromArgb(100, Color.Orange);
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353 | this.chart.Series[PARETO_FRONT].LegendText = PARETO_FRONT;
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354 | this.chart.Series[PARETO_FRONT].ChartType = SeriesChartType.FastPoint;
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355 | }
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356 | }
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357 | }
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358 |
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