[1] | 1 | package agents.anac.y2014.Aster;
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| 2 |
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| 3 | import java.util.ArrayList;
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| 4 | import java.util.Iterator;
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| 5 | import java.util.Random;
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| 6 |
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| 7 | import genius.core.Bid;
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| 8 | import genius.core.utility.AbstractUtilitySpace;
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| 9 |
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| 10 | public class ChooseAction {
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| 11 | private AbstractUtilitySpace utilitySpace;
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| 12 | private Random rnd;
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| 13 | private static final int NUMBER_ITERATIONS = 1000; // 繰り返�回数
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| 14 | private static final double EPSILON = 0.3D;
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| 15 |
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| 16 | public ChooseAction(AbstractUtilitySpace utilitySpace) {
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| 17 | this.utilitySpace = utilitySpace;
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| 18 | this.rnd = new Random();
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| 19 | }
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| 20 |
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| 21 | /**
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| 22 | * Select Next Bid (for MultiList)
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| 23 | *
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| 24 | */
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| 25 | public Bid nextOfferingBid(double bidTarget,
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| 26 | ArrayList<Bid> selectMyBidList, ArrayList<Bid> opponentBidList)
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| 27 | throws Exception {
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| 28 | Bid nextBid = null;
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| 29 | double nextBidUtil = 0.0;
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| 30 | int iteration = 0;
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| 31 |
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| 32 | do {
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| 33 | if (Math.random() > EPSILON) {
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| 34 | nextBid = selectWeightedBid(opponentBidList);
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| 35 | } else {
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| 36 | nextBid = selectRandomBid(selectMyBidList,
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| 37 | selectMyBidList.size());
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| 38 | }
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| 39 | nextBidUtil = utilitySpace.getUtility(nextBid);
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| 40 | } while ((nextBidUtil < bidTarget) && (++iteration < NUMBER_ITERATIONS));
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| 41 |
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| 42 | return nextBid;
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| 43 | }
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| 44 |
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| 45 | /**
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| 46 | * SelectionNextBid
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| 47 | *
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| 48 | */
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| 49 | public Bid nextOfferingBid(double bidTarget, ArrayList<Bid> bidList,
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| 50 | boolean select_flag) throws Exception {
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| 51 | Bid nextBid = null;
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| 52 | double nextBidUtil = 0.0;
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| 53 | int iteration = 0;
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| 54 | int listSize = bidList.size();
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| 55 |
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| 56 | if (listSize == 1) {
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| 57 | return bidList.get(0);
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| 58 | }
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| 59 |
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| 60 | do {
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| 61 | if (select_flag) {
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| 62 | nextBid = selectRandomBid(bidList, listSize);
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| 63 | } else {
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| 64 | nextBid = selectWeightedBid(bidList);
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| 65 | }
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| 66 | nextBidUtil = utilitySpace.getUtility(nextBid);
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| 67 | } while ((nextBidUtil < bidTarget) && (++iteration < NUMBER_ITERATIONS));
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| 68 |
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| 69 | return nextBid;
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| 70 | }
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| 71 |
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| 72 | // SelectNextBid(Weighted)
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| 73 | private Bid selectWeightedBid(ArrayList<Bid> bidList) {
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| 74 | int totalUtil = 0;
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| 75 | int index = 0;
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| 76 | int listSize = bidList.size();
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| 77 |
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| 78 | if (listSize == 1) {
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| 79 | return bidList.get(0);
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| 80 | }
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| 81 |
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| 82 | try {
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| 83 | for (Iterator<Bid> it = bidList.iterator(); it.hasNext();) {
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| 84 | int bidUtility = (int) (utilitySpace.getUtility(it.next()) * 100);
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| 85 | totalUtil += bidUtility;
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| 86 | }
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| 87 |
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| 88 | int rndint = rnd.nextInt(totalUtil);
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| 89 |
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| 90 | for (Iterator<Bid> it = bidList.iterator(); it.hasNext(); index++) {
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| 91 | int bidUtility = (int) (utilitySpace.getUtility(it.next()) * 100);
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| 92 | if (rndint < bidUtility) {
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| 93 | return bidList.get(index);
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| 94 | } else {
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| 95 | rndint -= bidUtility;
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| 96 | }
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| 97 | }
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| 98 | } catch (Exception e) {
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| 99 | e.printStackTrace();
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| 100 | }
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| 101 |
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| 102 | // ifFailure
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| 103 | return selectRandomBid(bidList, bidList.size());
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| 104 | }
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| 105 |
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| 106 | // SelectNextBid(Random)
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| 107 | private Bid selectRandomBid(ArrayList<Bid> bidList, int listSize) {
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| 108 | int rand = rnd.nextInt(listSize);
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| 109 | return bidList.get(rand);
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| 110 | }
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| 111 | } |
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