[126] | 1 | package agents.similarity;
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| 2 |
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| 3 | import java.util.ArrayList;
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| 4 |
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| 5 | import genius.core.Bid;
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| 6 | import genius.core.Domain;
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| 7 | import genius.core.xml.SimpleElement;
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| 8 |
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| 9 | public class SimilarityFunction {
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| 10 |
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| 11 | private double fWeights[];
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| 12 | private ArrayList<Criteria> fCriteria;
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| 13 | private Domain fDomain;
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| 14 | private SIMILARITYTYPE fType;
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| 15 | private int fIssueIndex;
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| 16 |
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| 17 | public SimilarityFunction(Domain pDomain) {
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| 18 | fDomain = pDomain;
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| 19 | fCriteria = new ArrayList<Criteria>();
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| 20 | }
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| 21 |
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| 22 | public double getSimilarityValue(Bid pMyBid, Bid pOpponentBid) {
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| 23 | double lResult = 0;
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| 24 | switch (fType) {
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| 25 | case BINARY:
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| 26 | try {
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| 27 | if (pMyBid.getValue(fIssueIndex).equals(
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| 28 | pOpponentBid.getValue(fIssueIndex)))
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| 29 | lResult = 1;
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| 30 | else
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| 31 | lResult = 0;
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| 32 | } catch (Exception e) {
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| 33 | e.printStackTrace();
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| 34 | }
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| 35 | break;
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| 36 | case CUSTOM_DEFINED:
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| 37 | for (int i = 0; i < fCriteria.size(); i++) {
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| 38 | Criteria lCriteria = fCriteria.get(i);
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| 39 | lResult += fWeights[i]
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| 40 | * (1 - Math.abs(lCriteria.getValue(pMyBid)
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| 41 | - lCriteria.getValue(pOpponentBid)));
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| 42 | }
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| 43 | break;
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| 44 | } // switch
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| 45 | return lResult;
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| 46 | }
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| 47 |
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| 48 | public void loadFromXML(SimpleElement pRoot, int pIssueIndex) {
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| 49 | fIssueIndex = pIssueIndex;
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| 50 | switch (SIMILARITYTYPE.convertToType(pRoot.getAttribute("type"))) {
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| 51 | case BINARY:
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| 52 | fType = SIMILARITYTYPE.BINARY;
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| 53 | break;
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| 54 | case CUSTOM_DEFINED:
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| 55 | fType = SIMILARITYTYPE.CUSTOM_DEFINED;
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| 56 | Object[] lXMLCriteriaFn = pRoot
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| 57 | .getChildByTagName("criteria_function");
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| 58 | fWeights = new double[lXMLCriteriaFn.length];
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| 59 | // read similarity functions
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| 60 | for (int i = 0; i < lXMLCriteriaFn.length; i++) {
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| 61 | // TODO: DT: finish loading from XML for CriteriaDiscrete
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| 62 | // load weights
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| 63 | fWeights[i] = Double
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| 64 | .valueOf(((SimpleElement) (lXMLCriteriaFn[i]))
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| 65 | .getAttribute("weight"));
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| 66 | Criteria lCriteria = null;
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| 67 | switch (fDomain.getObjectivesRoot().getObjective(pIssueIndex)
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| 68 | .getType()) {
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| 69 | case REAL:
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| 70 | lCriteria = new CriteriaReal(fDomain, pIssueIndex);
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| 71 | lCriteria.loadFromXML((SimpleElement) (lXMLCriteriaFn[i]));
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| 72 | fCriteria.add(lCriteria);
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| 73 | break;
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| 74 | case DISCRETE:
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| 75 | lCriteria = new CriteriaDiscrete(pIssueIndex);
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| 76 | lCriteria.loadFromXML((SimpleElement) (lXMLCriteriaFn[i]));
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| 77 | fCriteria.add(lCriteria);
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| 78 | break;
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| 79 | }// switch
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| 80 | }// for
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| 81 | break;
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| 82 | }// switch
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| 83 | }
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| 84 |
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| 85 | }
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