1 | package agents.ai2014.group8;
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2 |
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3 | import java.util.ArrayList;
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4 | import java.util.List;
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5 |
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6 | import genius.core.AgentID;
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7 | import genius.core.Bid;
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8 | import genius.core.actions.Accept;
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9 | import genius.core.actions.Action;
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10 | import genius.core.actions.Inform;
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11 | import genius.core.actions.Offer;
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12 | import genius.core.issue.Issue;
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13 | import genius.core.parties.AbstractNegotiationParty;
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14 | import genius.core.parties.NegotiationInfo;
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15 |
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16 | /**
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17 | * This is your negotiation party.
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18 | */
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19 | public class Group8 extends AbstractNegotiationParty {
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20 |
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21 | // utility value above which bids will be accepted
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22 | private double acceptanceValue;
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23 |
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24 | // number of rounds available for negotiation
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25 | private double totalRounds;
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26 |
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27 | // number of rounds of negotiation completed
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28 | private int roundCounter;
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29 |
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30 | private static final double INITIALACCEPTVALUE = 0.5;
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31 |
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32 | // most recent bid
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33 | private Bid mostRecentBid;
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34 |
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35 | // most recent bidder
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36 | private AgentID mostRecentBidder;
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37 |
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38 | // list of opponents modeled by opponentModel class
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39 | private List<OpponentModel> opponents;
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40 |
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41 | @Override
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42 | public void init(NegotiationInfo info) {
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43 | super.init(info);
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44 |
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45 | // get total number of rounds available from the environment
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46 | this.totalRounds = timeline.getTotalTime() - 1;
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47 |
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48 | this.roundCounter = 0;
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49 |
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50 | }
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51 |
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52 | /**
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53 | * Each round this method gets called and ask you to accept or offer. The
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54 | * first party in the first round is a bit different, it can only propose an
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55 | * offer.
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56 | *
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57 | * @param validActions
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58 | * Either a list containing both accept and offer or only offer.
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59 | * @return The chosen action.
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60 | */
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61 | @Override
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62 | public Action chooseAction(List<Class<? extends Action>> validActions) {
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63 | this.roundCounter++;
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64 |
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65 | this.acceptanceValue = 0.99 + 1 - Math.pow(Math.pow(1.9, 1 / this.totalRounds),
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66 | Math.pow(INITIALACCEPTVALUE, (this.totalRounds) / this.roundCounter) * (this.roundCounter - 1));
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67 |
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68 | // first bid - offer a bid with high utility value for self
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69 | if (!validActions.contains(Accept.class)) {
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70 | Bid firstBid = this.generateHigherUtilityBid(this.acceptanceValue).get(0);
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71 |
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72 | return new Offer(getPartyId(), firstBid);
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73 | }
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74 | // choosing action after a bid has been made
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75 | else {
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76 | // evaluate the utility of most recent bid
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77 | double utilityOfMostRecentBid;
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78 |
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79 | try {
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80 | utilityOfMostRecentBid = this.utilitySpace.getUtility(this.mostRecentBid);
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81 | } catch (Exception e) {
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82 | utilityOfMostRecentBid = 0;
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83 | e.printStackTrace();
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84 | }
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85 |
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86 | // accept offer if utility is higher than our acceptance value
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87 | if (utilityOfMostRecentBid >= this.acceptanceValue) {
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88 | return new Accept(getPartyId(), mostRecentBid);
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89 | }
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90 | // make counter offer
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91 | else {
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92 | // generate some high utility bids
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93 | List<Bid> possibleBids = generateHigherUtilityBid(this.acceptanceValue);
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94 |
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95 | // when too few rounds have passed, offer a random high utility
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96 | // bid
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97 | if (this.roundCounter < 5) {
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98 | return new Offer(getPartyId(), possibleBids.get(0));
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99 | }
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100 | // among high utility bids choose one that has best utility for
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101 | // next agent
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102 | else {
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103 | // find bid with highest utility for next agent
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104 | double maxUtilityForOpponent = 0.0;
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105 | Bid bestBidForNextAgent = null;
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106 |
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107 | OpponentModel nextAgent = getNextAgentModel();
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108 |
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109 | for (Bid bid : possibleBids) {
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110 | double bidUtility = nextAgent.EvaluateBidUtility(bid);
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111 |
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112 | if (bidUtility > maxUtilityForOpponent) {
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113 | bestBidForNextAgent = bid;
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114 | maxUtilityForOpponent = bidUtility;
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115 | }
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116 | }
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117 |
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118 | return new Offer(getPartyId(), bestBidForNextAgent);
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119 | }
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120 | }
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121 | }
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122 | }
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123 |
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124 | /**
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125 | * find next agent among list of opponents
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126 | *
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127 | * @return model of next agent
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128 | */
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129 | private OpponentModel getNextAgentModel() {
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130 | OpponentModel nextAgent = null;
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131 |
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132 | for (OpponentModel opponent : this.opponents) {
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133 | if (opponent.agent.equals(this.mostRecentBidder)) {
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134 | int indexOfPreviousBidder = this.opponents.indexOf(mostRecentBidder);
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135 |
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136 | int indexOfNextAgent = (indexOfPreviousBidder + 1) % this.opponents.size();
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137 |
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138 | nextAgent = this.opponents.get(indexOfNextAgent);
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139 | break;
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140 | }
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141 | }
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142 | return nextAgent;
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143 | }
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144 |
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145 | /**
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146 | * All offers proposed by the other parties will be received as a message.
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147 | * You can use this information to your advantage, for example to predict
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148 | * their utility.
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149 | *
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150 | * @param sender
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151 | * The party that did the action.
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152 | * @param action
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153 | * The action that party did.
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154 | */
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155 | @Override
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156 | public void receiveMessage(AgentID sender, Action action) {
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157 | // handle first message from framework to initialize list of opponents
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158 | if (sender == null) {
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159 | super.receiveMessage(sender, action);
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160 |
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161 | // get number of agents in the negotiation
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162 | Inform agentsInformation = (Inform) action;
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163 | int numberOfAgents = (Integer) agentsInformation.getValue();
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164 |
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165 | // initialize list of other parties
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166 | if (numberOfAgents > 1) {
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167 | this.opponents = new ArrayList<OpponentModel>();
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168 | }
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169 | return;
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170 | }
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171 |
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172 | this.mostRecentBidder = sender;
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173 |
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174 | List<Issue> issues = getUtilitySpace().getDomain().getIssues();
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175 | // add sender agent to list of other parties if not present
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176 | if (this.opponents.contains(new OpponentModel(sender, issues)) == false) {
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177 | OpponentModel newOpponent = new OpponentModel(sender, issues);
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178 | this.opponents.add(newOpponent);
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179 | }
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180 |
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181 | // store sender agent bid in its model among list of opponents
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182 | if ((action instanceof Offer)) {
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183 | mostRecentBid = ((Offer) action).getBid();
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184 |
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185 | OpponentModel senderModel = null;
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186 |
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187 | for (OpponentModel opponent : this.opponents) {
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188 | if (opponent.agent == sender) {
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189 | senderModel = opponent;
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190 | break;
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191 | }
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192 | }
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193 |
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194 | if (senderModel != null) {
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195 | try {
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196 | senderModel.AddBid(mostRecentBid);
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197 | } catch (Exception e) {
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198 | e.printStackTrace();
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199 | return;
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200 | }
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201 | }
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202 | }
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203 | }
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204 |
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205 | /**
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206 | * generates random bids which have higher utility than the parameter
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207 | *
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208 | * @param utilityValue
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209 | * lower bound of utility value for randomly generated bids
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210 | */
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211 | private List<Bid> generateHigherUtilityBid(double utilityValue) {
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212 | Bid randomBid;
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213 | List<Bid> randomBidsList = new ArrayList<Bid>();
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214 |
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215 | double util;
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216 | do {
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217 | randomBid = generateRandomBid();
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218 |
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219 | try {
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220 | util = utilitySpace.getUtility(randomBid);
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221 | } catch (Exception e) {
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222 | util = 0.0;
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223 | }
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224 |
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225 | if (util > utilityValue && util < (utilityValue + 0.05)) {
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226 | randomBidsList.add(randomBid);
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227 | }
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228 | } while (randomBidsList.size() < 10);
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229 |
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230 | return randomBidsList;
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231 | }
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232 |
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233 | protected AgentID partyId = new AgentID("Group 8");
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234 |
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235 | @Override
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236 | public String getDescription() {
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237 | return "ai2014 group8";
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238 | }
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239 |
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240 | }
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