source: src/main/java/parties/in4010/q12015/group17/OpMod.java@ 84

package parties.in4010.q12015.group17;

import java.util.HashMap;
import java.util.Iterator;
import java.util.Map;
import java.util.Set;

import genius.core.Bid;
import genius.core.BidHistory;
import genius.core.Domain;
import genius.core.bidding.BidDetails;
import genius.core.boaframework.NegotiationSession;
import genius.core.boaframework.OpponentModel;
import genius.core.issue.Value;
import genius.core.issue.ValueDiscrete;
import genius.core.utility.AdditiveUtilitySpace;
import genius.core.utility.Evaluator;
import genius.core.utility.EvaluatorDiscrete;

public class OpMod extends OpponentModel {

        /**
         * This is the opponent model class. Class variables.
         */
        HashMap<String, AdditiveUtilitySpace> opponentSpace;
        HashMap<String, BidHistory> bidHistories;
        AdditiveUtilitySpace startSpace;
        double growRate;
        Domain domain;

        /**
         * Initialisation method for {@link NegotiationSession}, opponentSpace,
         * {@link BidHistory} and {@link Domain}.
         * 
         * @param negotiationSession
         */
        @Override
        public void init(NegotiationSession negotiationSession, Map<String, Double> params) {
                super.init(negotiationSession, params);
                opponentSpace = new HashMap<String, AdditiveUtilitySpace>();
                bidHistories = new HashMap<String, BidHistory>();
                domain = negotiationSession.getUtilitySpace().getDomain();
        }

        /**
         * Creates a new {@link AdditiveUtilitySpace} for the current domain, with
         * equal weights and evaluation values. Does this by cloning a "clean"
         * {@link AdditiveUtilitySpace} of the domain. This clean
         * {@link AdditiveUtilitySpace} is created the first time this method is
         * called.
         * 
         * @returns The new {@link AdditiveUtilitySpace}
         * @throws Exception
         */
        private AdditiveUtilitySpace cloneUtil() throws Exception {
                if (startSpace == null) {
                        startSpace = new AdditiveUtilitySpace(domain);

                        int issueAmount = domain.getObjectives().size();
                        for (int i = 1; i < issueAmount; i++) {

                                EvaluatorDiscrete eval = ((EvaluatorDiscrete) ((AdditiveUtilitySpace) negotiationSession
                                                .getUtilitySpace()).getEvaluator(i)).clone();
                                Set<ValueDiscrete> valset = eval.getValues();
                                Iterator<ValueDiscrete> vals = valset.iterator();

                                while (vals.hasNext()) {
                                        ValueDiscrete v = vals.next();
                                        eval.setEvaluationDouble(v, (double) 0.0);
                                }
                                eval.setWeight((double) 1 / (issueAmount - 1));
                                startSpace.addEvaluator(domain.getObjectivesRoot().getObjective(i), eval);
                        }
                }
                return new AdditiveUtilitySpace(startSpace);
        }

        /**
         * Updates the opponent {@link AdditiveUtilitySpace} (predicted utility
         * space).
         * 
         * @param bid
         *            The {@link Bid} offered by the opponent
         * @param sender
         *            The name of the opponent
         * @throws Exception
         */
        public void updateModel(Bid bid, String sender) throws Exception {
                // If this is the first time we hear of the opponent, we create a new
                // opponentSpace and bidHistory.
                if (!opponentSpace.containsKey(sender)) {
                        AdditiveUtilitySpace us = cloneUtil();
                        opponentSpace.put(sender, us);
                        bidHistories.put(sender, new BidHistory());
                }

                // Retrieves the opponents UtilitySpace for updating
                AdditiveUtilitySpace opUtil = opponentSpace.get(sender);
                BidHistory opHist = bidHistories.get(sender);

                for (int i = 0; i < bid.getIssues().size(); i++) {

                        Evaluator eval = opUtil.getEvaluator(i + 1);
                        Value c = bid.getValue(i + 1);

                        if (opHist.size() > 0) {
                                Bid prevbid = opHist.getLastBid();
                                Value p = prevbid.getValue(i + 1);

                                if (p.equals(c)) {
                                        eval.setWeight(opUtil.getEvaluator(i + 1).getWeight() + 0.1);
                                }
                        }

                        if (eval instanceof EvaluatorDiscrete) {
                                ValueDiscrete dVal = (ValueDiscrete) c;
                                EvaluatorDiscrete dEval = (EvaluatorDiscrete) eval;
                                dEval.setEvaluation(dVal, dEval.getValue(dVal) + 1);
                        }
                }
                // Normalise values after updating weights
                normalize(opUtil);

                // Adds bid to opponent history
                opHist.add(new BidDetails(bid, opUtil.getUtility(bid)));
        }

        /**
         * Normalises the weights of every evaluator within the given
         * {@link AdditiveUtilitySpace}.
         * 
         * @param util
         *            The provided {@link AdditiveUtilitySpace}
         */
        private void normalize(AdditiveUtilitySpace util) {
                int size = util.getNrOfEvaluators();
                double sum = 0;

                // Get the sum of all weights
                for (int i = 1; i < size + 1; i++) {
                        sum += util.getEvaluator(i).getWeight();
                }
                // Normalise the weight relative to the sum of the weights
                for (int i = 1; i < size + 1; i++) {
                        util.getEvaluator(i).setWeight(util.getEvaluator(i).getWeight() / sum);
                }
        }

        /**
         * Computes the product of all utilities for the input {@link Bid}.
         * 
         * @param bid
         *            which is the bid to compute the groupUtility for
         * @return The groupUtility
         * @throws Exception
         */
        public double getGroupUtility(Bid bid, double selfWeight) throws Exception {
                double util = Math.pow(negotiationSession.getUtilitySpace().getUtility(bid), selfWeight);
                Iterator<AdditiveUtilitySpace> opSpaces = opponentSpace.values().iterator();

                while (opSpaces.hasNext()) {
                        util = util * opSpaces.next().getUtility(bid);
                }
                return util;
        }

        /**
         * Returns the {@link AdditiveUtilitySpace} belonging to the provided party.
         * 
         * @param name
         *            which is the name of the provided party
         * @return Opponent {@link AdditiveUtilitySpace}
         */
        public AdditiveUtilitySpace getOpSpace(String name) {
                return opponentSpace.get(name);
        }

        public String toString() {
                return "OpModel tracking " + opponentSpace.size() + "opponents.";
        }

        /**
         * Unused silly method which is not needed.
         */
        @Override
        public void updateModel(Bid arg0, double arg1) {

        }
}