1 | package agents.anac.y2016.myagent.etc;
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2 |
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3 | import java.util.ArrayList;
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4 | import java.util.HashMap;
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5 | import java.util.List;
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6 | import java.util.Map;
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7 |
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8 | import genius.core.Bid;
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9 | import genius.core.issue.Issue;
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10 | import genius.core.issue.IssueDiscrete;
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11 | import genius.core.issue.IssueInteger;
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12 | import genius.core.issue.Value;
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13 | import genius.core.issue.ValueDiscrete;
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14 | import genius.core.utility.UtilitySpace;
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15 |
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16 | public class negotiationInfo {
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17 | private UtilitySpace utilitySpace; // 効用空間
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18 | private List<Issue> issues; // 論点
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19 | private ArrayList<Object> opponents; // 自身以外の交渉参加者のsender
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20 | private ArrayList<Bid> MyBidHistory = null; // 提案履歴
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21 | private HashMap<Object, ArrayList<Bid>> opponentsBidHistory = null; // 提案履歴
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22 | private HashMap<Object, Double> opponentsAverage; // 平均
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23 | private HashMap<Object, Double> opponentsVariance; // 分散
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24 | private HashMap<Object, Double> opponentsSum; // 和
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25 | private HashMap<Object, Double> opponentsPowSum; // 二乗和
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26 | private HashMap<Object, Double> opponentsStandardDeviation; // 標準偏差
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27 | private HashMap<Issue, HashMap<Value, Double>> valueRelativeUtility = null; // 自身の効用空間における各論点値の相対効用値行列(線形効用空間用)
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28 | private int round = 0; // 自分の手番数
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29 | private int negotiatorNum = 0; // 交渉者数
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30 | private boolean isLinerUtilitySpace = true; // 線形効用空間であるかどうか
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31 |
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32 | // original
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33 | private boolean isLast = false; // 受けると終わり
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34 | private HashMap<Object, ArrayList<Bid>> opponentsAccept; // 受け入れた提案
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35 | private HashMap<Object, HashMap<Issue, HashMap<Value, Integer>>> opponentsIssueWeight; // 敵の論点の重み
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36 |
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37 | private Bid insurance; // 保険ビッド
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38 |
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39 | private boolean isPrinting = false; // デバッグ用
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40 |
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41 | public negotiationInfo(UtilitySpace utilitySpace, boolean isPrinting) {
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42 | // 初期化
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43 | this.utilitySpace = utilitySpace;
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44 | this.isPrinting = isPrinting;
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45 |
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46 | issues = utilitySpace.getDomain().getIssues();
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47 | opponents = new ArrayList<Object>();
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48 | MyBidHistory = new ArrayList<>();
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49 | opponentsBidHistory = new HashMap<Object, ArrayList<Bid>>();
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50 | opponentsAverage = new HashMap<Object, Double>();
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51 | opponentsVariance = new HashMap<Object, Double>();
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52 | opponentsSum = new HashMap<Object, Double>();
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53 | opponentsPowSum = new HashMap<Object, Double>();
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54 | opponentsStandardDeviation = new HashMap<Object, Double>();
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55 | valueRelativeUtility = new HashMap<Issue, HashMap<Value, Double>>();
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56 |
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57 | opponentsAccept = new HashMap<>();
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58 | opponentsIssueWeight = new HashMap<>();
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59 |
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60 | try {
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61 | initValueRelativeUtility();
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62 | } catch (Exception e) {
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63 | System.out.println("相対効用行列の初期化に失敗しました");
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64 | e.printStackTrace();
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65 | }
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66 | }
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67 |
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68 | public void initOpponent(Object sender) {
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69 | initNegotiatingInfo(sender); // 交渉情報を初期化
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70 | opponents.add(sender); // 交渉参加者にsenderを追加
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71 | }
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72 |
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73 | public void updateInfo(Object sender, Bid offeredBid) {
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74 | try {
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75 | updateNegotiatingInfo(sender, offeredBid);
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76 | } // 交渉情報の更新
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77 | catch (Exception e1) {
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78 | System.out.println("交渉情報の更新に失敗しました");
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79 | e1.printStackTrace();
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80 | }
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81 | }
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82 |
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83 | private void initNegotiatingInfo(Object sender) {
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84 | opponentsBidHistory.put(sender, new ArrayList<Bid>());
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85 | opponentsAverage.put(sender, 0.0);
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86 | opponentsVariance.put(sender, 0.0);
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87 | opponentsSum.put(sender, 0.0);
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88 | opponentsPowSum.put(sender, 0.0);
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89 | opponentsStandardDeviation.put(sender, 0.0);
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90 | }
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91 |
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92 | // 相対効用行列の初期化
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93 | private void initValueRelativeUtility() throws Exception {
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94 | ArrayList<Value> values = null;
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95 | for (Issue issue : issues) {
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96 | valueRelativeUtility.put(issue, new HashMap<Value, Double>()); // 論点行の初期化
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97 | values = getValues(issue);
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98 | for (Value value : values) {
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99 | valueRelativeUtility.get(issue).put(value, 0.0);
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100 | } // 論点行の要素の初期化
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101 | }
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102 | }
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103 |
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104 | // 相対効用行列の導出
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105 | public void setValueRelativeUtility(Bid maxBid) throws Exception {
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106 | ArrayList<Value> values = null;
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107 | Bid currentBid = null;
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108 | for (Issue issue : issues) {
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109 | currentBid = new Bid(maxBid);
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110 | values = getValues(issue);
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111 | for (Value value : values) {
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112 | currentBid = currentBid.putValue(issue.getNumber(), value);
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113 | valueRelativeUtility.get(issue).put(
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114 | value,
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115 | utilitySpace.getUtility(currentBid)
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116 | - utilitySpace.getUtility(maxBid));
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117 | }
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118 | }
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119 | }
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120 |
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121 | public void updateNegotiatingInfo(Object sender, Bid offeredBid)
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122 | throws Exception {
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123 | opponentsBidHistory.get(sender).add(offeredBid); // 提案履歴
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124 |
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125 | double util = utilitySpace.getUtility(offeredBid);
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126 | opponentsSum.put(sender, opponentsSum.get(sender) + util); // 和
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127 | opponentsPowSum.put(sender,
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128 | opponentsPowSum.get(sender) + Math.pow(util, 2)); // 二乗和
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129 |
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130 | int round_num = opponentsBidHistory.get(sender).size();
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131 | opponentsAverage.put(sender, opponentsSum.get(sender) / round_num); // 平均
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132 | opponentsVariance.put(sender, (opponentsPowSum.get(sender) / round_num)
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133 | - Math.pow(opponentsAverage.get(sender), 2)); // 分散
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134 |
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135 | if (opponentsVariance.get(sender) < 0) {
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136 | opponentsVariance.put(sender, 0.0);
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137 | }
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138 | opponentsStandardDeviation.put(sender,
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139 | Math.sqrt(opponentsVariance.get(sender))); // 標準偏差
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140 | }
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141 |
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142 | // 交渉者数を返す
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143 | public void updateOpponentsNum(int num) {
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144 | negotiatorNum = num;
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145 | }
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146 |
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147 | // 線形効用空間でない場合
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148 | public void utilitySpaceTypeisNonLiner() {
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149 | isLinerUtilitySpace = false;
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150 | }
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151 |
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152 | // 自身の提案情報の更新
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153 | public void updateMyBidHistory(Bid offerBid) {
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154 | MyBidHistory.add(offerBid);
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155 | }
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156 |
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157 | // 平均
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158 | public double getAverage(Object sender) {
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159 | return opponentsAverage.get(sender);
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160 | }
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161 |
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162 | // 分散
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163 | public double getVariancer(Object sender) {
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164 | return opponentsVariance.get(sender);
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165 | }
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166 |
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167 | // 標準偏差
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168 | public double getStandardDeviation(Object sender) {
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169 | return opponentsStandardDeviation.get(sender);
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170 | }
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171 |
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172 | // 相手の提案履歴の要素数を返す
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173 | public int getPartnerBidNum(Object sender) {
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174 | return opponentsBidHistory.get(sender).size();
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175 | }
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176 |
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177 | // 自身のラウンド数を返す
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178 | public int getRound() {
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179 | return round;
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180 | }
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181 |
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182 | // 交渉者数を返す
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183 | public int getNegotiatorNum() {
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184 | return negotiatorNum;
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185 | }
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186 |
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187 | // 相対効用行列を返す
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188 | public HashMap<Issue, HashMap<Value, Double>> getValueRelativeUtility() {
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189 | return valueRelativeUtility;
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190 | }
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191 |
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192 | // 線形効用空間であるかどうかを返す
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193 | public boolean isLinerUtilitySpace() {
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194 | return isLinerUtilitySpace;
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195 | }
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196 |
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197 | // 論点一覧を返す
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198 | public List<Issue> getIssues() {
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199 | return issues;
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200 | }
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201 |
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202 | // 論点における取り得る値の一覧を返す
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203 | public ArrayList<Value> getValues(Issue issue) {
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204 | ArrayList<Value> values = new ArrayList<Value>();
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205 | switch (issue.getType()) {
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206 | case DISCRETE:
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207 | List<ValueDiscrete> valuesDis = ((IssueDiscrete) issue).getValues();
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208 | for (Value value : valuesDis) {
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209 | values.add(value);
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210 | }
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211 | break;
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212 | case INTEGER:
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213 | int min_value = ((IssueInteger) issue).getUpperBound();
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214 | int max_value = ((IssueInteger) issue).getUpperBound();
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215 | for (int j = min_value; j <= max_value; j++) {
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216 | Object valueObject = new Integer(j);
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217 | values.add((Value) valueObject);
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218 | }
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219 | break;
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220 | default:
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221 | try {
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222 | throw new Exception("issue type " + issue.getType()
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223 | + " not supported by Atlas3");
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224 | } catch (Exception e) {
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225 | System.out.println("論点の取り得る値の取得に失敗しました");
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226 | e.printStackTrace();
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227 | }
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228 | }
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229 | return values;
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230 | }
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231 |
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232 | // 交渉相手の一覧を返す
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233 | public ArrayList<Object> getOpponents() {
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234 | return opponents;
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235 | }
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236 |
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237 | // 最後のフェーズかを確認
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238 | public boolean isLast() {
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239 | return isLast;
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240 | }
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241 |
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242 | // 最後のフェーズかを更新
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243 | public void updateLast(boolean b) {
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244 | isLast = b;
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245 | }
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246 |
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247 | // Accept履歴を更新
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248 | public void updateAcceptList(Object sender, Bid acceptedBid) {
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249 | // 初期化
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250 | if (!opponentsAccept.containsKey(sender)) {
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251 | ArrayList<Bid> temp = new ArrayList<>();
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252 | opponentsAccept.put(sender, temp);
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253 | }
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254 |
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255 | // 追加
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256 | opponentsAccept.get(sender).add(acceptedBid);
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257 | }
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258 |
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259 | public ArrayList<Bid> getAcceptList(Object sender) {
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260 | if (!opponentsAccept.containsKey(sender)) {
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261 | return new ArrayList<Bid>();
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262 | }
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263 | return opponentsAccept.get(sender);
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264 | }
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265 |
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266 | // 今までにAcceptした回数を返す
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267 | public int getAcceptedNum(Object opponent) {
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268 | // 初期化されていない:1回もAcceptされていない
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269 | if (!opponentsAccept.containsKey(opponent)) {
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270 | return 0;
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271 | }
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272 | return opponentsAccept.get(opponent).size();
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273 | }
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274 |
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275 | // 弱気の連中を返す
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276 | public ArrayList<Object> getCowards() {
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277 | ArrayList<Object> cowards = new ArrayList<>();
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278 |
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279 | for (Object opponent : opponents) {
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280 | if (getAcceptedNum(opponent) > 3) {
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281 | cowards.add(opponent);
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282 | }
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283 | }
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284 |
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285 | return cowards;
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286 | }
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287 |
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288 | // 強気の連中を返す
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289 | public ArrayList<Object> getArrogants() {
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290 | ArrayList<Object> arrogants = new ArrayList<>();
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291 |
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292 | for (Object opponent : opponents) {
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293 | if (getAcceptedNum(opponent) <= 2) {
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294 | arrogants.add(opponent);
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295 | }
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296 | }
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297 |
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298 | return arrogants;
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299 | }
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300 |
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301 | // 最低ラインを求める
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302 | public double getLeastValue(ArrayList<Object> arrogants) {
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303 | double least = 0.0;
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304 | for (Object opponent : arrogants) {
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305 | double ave = getAverage(opponent);
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306 | double var = getVariancer(opponent);
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307 | double temp = ave + var * 0.1;
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308 | if (temp > least) {
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309 | least = temp;
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310 | }
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311 | }
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312 |
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313 | return least;
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314 | }
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315 |
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316 | // 相手の履歴を確認
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317 | public ArrayList<Bid> getOpponentHistory(Object sender, int num) {
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318 |
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319 | ArrayList<Bid> recentHistory = new ArrayList<>();
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320 |
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321 | if (!this.opponentsBidHistory.containsKey(sender)) {
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322 | return recentHistory;
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323 | }
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324 |
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325 | int anum = num > opponentsBidHistory.get(sender).size() ? opponentsBidHistory
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326 | .get(sender).size() : num;
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327 | for (int i = 0; i < anum; i++) {
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328 | recentHistory.add(opponentsBidHistory.get(sender).get(
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329 | opponentsBidHistory.get(sender).size() - 1 - i));
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330 | }
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331 |
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332 | return recentHistory;
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333 | }
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334 |
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335 | // 相手の履歴の数を返す
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336 | public int getOpponentBidNum(Object sender) {
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337 | return opponentsBidHistory.get(sender).size();
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338 | }
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339 |
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340 | // 相手の全体の傾きを求める
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341 | public double getSlant(Object sender) {
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342 |
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343 | int num = 20; // 最近の数
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344 |
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345 | HashMap<Issue, HashMap<Value, Double>> allWeight = getOpponentMaxValues(sender);
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346 | HashMap<Issue, HashMap<Value, Double>> recentWeight = getRecentMaxWeight(
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347 | sender, num);
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348 |
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349 | double sumSlant = 0.0;
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350 |
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351 | for (Issue issue : getIssues()) {
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352 |
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353 | for (Value v : allWeight.get(issue).keySet()) {
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354 |
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355 | // maxValueが異なる場合
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356 | if (!recentWeight.get(issue).containsKey(v)) {
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357 | continue;
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358 | }
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359 |
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360 | double rawSlant = allWeight.get(issue).get(v)
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361 | - recentWeight.get(issue).get(v);
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362 |
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363 | // 傾きがマイナスの場合
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364 | if (rawSlant < 0) {
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365 | continue;
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366 | } else {
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367 | double slant = rawSlant * allWeight.get(issue).get(v);
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368 | sumSlant += slant;
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369 | }
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370 | }
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371 | }
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372 |
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373 | return sumSlant;
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374 | }
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375 |
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376 | // 相手の最近の論点の回数を求める
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377 | public HashMap<Issue, HashMap<Value, Integer>> getRecentCount(
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378 | Object sender, int num) {
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379 | HashMap<Issue, HashMap<Value, Integer>> recentCount = initIssueWeight();
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380 | for (Bid bid : getOpponentHistory(sender, num)) {
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381 | for (Issue issue : bid.getIssues()) {
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382 | Value v = bid.getValue(issue.getNumber());
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383 | int c = recentCount.get(issue).get(v);
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384 | recentCount.get(issue).put(v, c + 1);
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385 | }
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386 | }
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387 |
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388 | return recentCount;
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389 | }
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390 |
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391 | // 相手の最近の論点の重みを求める
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392 | public HashMap<Issue, HashMap<Value, Double>> getRecentWeight(
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393 | Object sender, int num) {
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394 |
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395 | HashMap<Issue, HashMap<Value, Double>> recentWeight = initRecentWeight();
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396 | HashMap<Issue, HashMap<Value, Integer>> recentCount = getRecentCount(
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397 | sender, num);
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398 |
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399 | for (Issue issue : getIssues()) {
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400 | int sum = 0;
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401 |
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402 | for (Value value : getValues(issue)) {
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403 | sum += recentCount.get(issue).get(value);
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404 | }
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405 |
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406 | for (Value value : getValues(issue)) {
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407 | recentWeight.get(issue).put(value,
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408 | (recentCount.get(issue).get(value) + 0.0) / sum);
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409 | }
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410 | }
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411 |
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412 | return recentWeight;
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413 | }
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414 |
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415 | public HashMap<Issue, HashMap<Value, Double>> getRecentMaxWeight(
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416 | Object sender, int num) {
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417 |
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418 | HashMap<Issue, HashMap<Value, Double>> recentMaxWeight = initRecentWeight();
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419 | HashMap<Issue, HashMap<Value, Double>> recentWeight = getRecentWeight(
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420 | sender, num);
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421 |
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422 | for (Issue issue : getIssues()) {
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423 | Value maxValue = null;
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424 | for (Map.Entry<Value, Double> e : recentWeight.get(issue)
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425 | .entrySet()) {
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426 | if (maxValue == null) {
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427 | maxValue = e.getKey();
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428 | } else {
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429 | if (e.getValue() > recentWeight.get(issue).get(maxValue)) {
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430 | maxValue = e.getKey();
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431 | }
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432 | }
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433 | }
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434 | HashMap<Value, Double> weight = new HashMap<>();
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435 | weight.put(maxValue, recentWeight.get(issue).get(maxValue));
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436 | recentMaxWeight.put(issue, weight);
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437 | }
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438 |
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439 | return recentMaxWeight;
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440 | }
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441 |
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442 | // 初期化
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443 | private HashMap<Issue, HashMap<Value, Double>> initRecentWeight() {
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444 | HashMap<Issue, HashMap<Value, Double>> recentWeight = new HashMap<>();
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445 |
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446 | for (Issue issue : getIssues()) {
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447 | HashMap<Value, Double> weights = new HashMap<>();
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448 | for (Value value : this.getValues(issue)) {
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449 | weights.put(value, 0.0);
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450 | }
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451 |
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452 | recentWeight.put(issue, weights);
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453 | }
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454 |
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455 | return recentWeight;
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456 | }
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457 |
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458 | // 論点の重みを更新
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459 | public void updateOpponentIssueWeight(Object sender, Bid bid) {
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460 | // 初期化
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461 | if (!opponentsIssueWeight.containsKey(sender)) {
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462 | opponentsIssueWeight.put(sender, initIssueWeight());
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463 | }
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464 |
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465 | for (Issue issue : bid.getIssues()) {
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466 | int current = opponentsIssueWeight.get(sender).get(issue)
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467 | .get(bid.getValue(issue.getNumber()));
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468 | opponentsIssueWeight.get(sender).get(issue)
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469 | .put(bid.getValue(issue.getNumber()), current + 1);
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470 | }
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471 | }
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472 |
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473 | // 論点の重みを獲得
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474 | public HashMap<Issue, HashMap<Value, Integer>> getWeights(Object sender) {
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475 | return opponentsIssueWeight.get(sender);
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476 | }
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477 |
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478 | // 論点の重みを獲得
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479 | public HashMap<Value, Integer> getWeight(Object sender, Issue issue) {
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480 | return opponentsIssueWeight.get(sender).get(issue);
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481 | }
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482 |
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483 | public int getCount(Object sender, Issue issue, Value value) {
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484 | return getWeight(sender, issue).get(value);
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485 | }
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486 |
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487 | // 論点Mapの初期化
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488 | private HashMap<Issue, HashMap<Value, Integer>> initIssueWeight() {
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489 |
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490 | HashMap<Issue, HashMap<Value, Integer>> IssueWeight = new HashMap<>();
|
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491 |
|
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492 | for (Issue issue : getIssues()) {
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493 | HashMap<Value, Integer> values = new HashMap<>();
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494 | for (Value value : getValues(issue)) {
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495 | values.put(value, 0);
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496 | }
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497 | IssueWeight.put(issue, values);
|
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498 | }
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499 |
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500 | return IssueWeight;
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501 | }
|
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502 |
|
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503 | public HashMap<Issue, HashMap<Value, Double>> getOpponentMaxValues(
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504 | Object sender) {
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505 |
|
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506 | HashMap<Issue, HashMap<Value, Double>> opponentMaxValues = new HashMap<>();
|
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507 |
|
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508 | for (Issue issue : getIssues()) {
|
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509 | Value maxValue = null;
|
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510 | double sum = 0;
|
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511 | for (Value value : getWeight(sender, issue).keySet()) {
|
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512 | if (maxValue == null) {
|
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513 | maxValue = value;
|
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514 | } else if (getCount(sender, issue, maxValue) < getCount(sender,
|
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515 | issue, value)) {
|
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516 | maxValue = value;
|
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517 | }
|
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518 |
|
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519 | sum += getCount(sender, issue, value);
|
---|
520 | }
|
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521 |
|
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522 | HashMap<Value, Double> temp = new HashMap<>();
|
---|
523 | temp.put(maxValue, getCount(sender, issue, maxValue) / sum);
|
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524 | opponentMaxValues.put(issue, temp);
|
---|
525 | }
|
---|
526 |
|
---|
527 | return opponentMaxValues;
|
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528 | }
|
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529 |
|
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530 | public HashMap<Issue, Value> getCriticalIssues(Object sender) {
|
---|
531 |
|
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532 | HashMap<Issue, Value> criticalIssues = new HashMap<>();
|
---|
533 |
|
---|
534 | for (Map.Entry<Issue, HashMap<Value, Double>> e : getOpponentMaxValues(
|
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535 | sender).entrySet()) {
|
---|
536 | for (Value value : e.getValue().keySet()) {
|
---|
537 | double weight = e.getValue().get(value);
|
---|
538 | if (weight > 0.95) {
|
---|
539 | criticalIssues.put(e.getKey(), value);
|
---|
540 | }
|
---|
541 | }
|
---|
542 | }
|
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543 |
|
---|
544 | return criticalIssues;
|
---|
545 | }
|
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546 |
|
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547 | /* ------------------------------- */
|
---|
548 | }
|
---|