1 | package agents.anac.y2010.AgentSmith;
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2 |
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3 | import java.util.HashMap;
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4 | import java.util.List;
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5 |
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6 | import genius.core.Bid;
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7 | import genius.core.issue.Issue;
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8 |
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9 | /**
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10 | * The OpponentModel. This model manages the opponents preferences, stores the
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11 | * bids and based on the number of times the opponent proposes a specific option
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12 | * in a bid, that option becomes more important and our agent uses this
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13 | * information to construct its own bids.
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14 | */
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15 | public class OpponentModel implements IOpponentModel {
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16 | private PreferenceProfileManager fPreferenceProfileManager;
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17 | private HashMap<Issue, IssueModel> fIssueModels;
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18 |
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19 | /**
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20 | * Constructor
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21 | */
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22 | public OpponentModel(PreferenceProfileManager pPreferenceProfileManager,
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23 | BidHistory pBidHistory) {
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24 | fPreferenceProfileManager = pPreferenceProfileManager;
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25 | fIssueModels = new HashMap<Issue, IssueModel>();
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26 |
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27 | initIssueModels();
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28 | }
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29 |
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30 | /**
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31 | * For each of the issues it initializes a model which stores the opponents'
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32 | * preferences
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33 | */
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34 | private void initIssueModels() {
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35 | List<Issue> lIssues = fPreferenceProfileManager.getIssues();
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36 | for (Issue lIssue : lIssues) {
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37 | IssueModel lModel;
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38 | lModel = new IssueModel(lIssue);
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39 | fIssueModels.put(lIssue, lModel);
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40 | }
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41 | }
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42 |
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43 | /**
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44 | * Adds the values of each issue of a bid to the preferenceprofilemanager
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45 | */
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46 | public void addBid(Bid pBid) {
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47 | List<Issue> lIssues = fPreferenceProfileManager.getIssues();
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48 | for (Issue lIssue : lIssues) {
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49 | fIssueModels.get(lIssue).addValue(
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50 | IssueModel.getBidValueByIssue(pBid, lIssue));
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51 | }
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52 | }
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53 |
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54 | /**
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55 | * Returns a hashmap with the weights for each of the issues
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56 | */
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57 | public HashMap<Issue, Double> getWeights() {
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58 | HashMap<Issue, Double> lWeights = new HashMap<Issue, Double>();
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59 | List<Issue> lIssues = fPreferenceProfileManager.getIssues();
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60 | for (Issue lIssue : lIssues) {
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61 | lWeights.put(lIssue, fIssueModels.get(lIssue).getWeight());
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62 | }
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63 |
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64 | double lTotal = 0;
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65 | for (Issue lIssue : lIssues)
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66 | lTotal += lWeights.get(lIssue);
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67 |
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68 | for (Issue lIssue : lIssues)
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69 | lWeights.put(lIssue, lWeights.get(lIssue) / lTotal);
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70 |
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71 | return lWeights;
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72 | }
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73 |
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74 | /**
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75 | * Returns the utility of a bid, but instead of the normal utility it is
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76 | * based on the weights of each issues
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77 | */
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78 | public double getUtility(Bid pBid) {
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79 | double lUtility = 0;
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80 | HashMap<Issue, Double> lWeights = getWeights();
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81 | List<Issue> lIssues = fPreferenceProfileManager.getIssues();
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82 |
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83 | for (Issue lIssue : lIssues) {
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84 | double lWeight = lWeights.get(lIssue);
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85 | double lLocalUtility = fIssueModels.get(lIssue).getUtility(pBid);
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86 |
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87 | lUtility += lWeight * lLocalUtility;
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88 | }
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89 |
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90 | return lUtility;
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91 | }
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92 |
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93 | }
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