source: src/main/java/parties/in4010/q12015/group13/FrequencyOpponentModel.java@ 84

package parties.in4010.q12015.group13;

import java.util.ArrayList;
import java.util.List;

import genius.core.Bid;
import genius.core.Domain;
import genius.core.issue.Issue;
import genius.core.issue.IssueDiscrete;
import genius.core.issue.IssueInteger;
import genius.core.issue.Value;

/**
 * Models an opponent using the frequency model
 */
public class FrequencyOpponentModel {

        private double n;

        // issueModels contains (per issue) the model for that specific issue.
        protected ArrayList<IssueModel> issueModels;
        // weights contains the estimated weights
        protected ArrayList<Double> weights;
        // issueNumbers contains the issue number for each issue
        protected ArrayList<Integer> issueNumbers;

        protected Bid previousBid = null;

        /**
         * Constructs a model for a single opponent. Domain can only contain
         * Discrete or Integer issues, but all the default domains only contain
         * these types.
         */
        public FrequencyOpponentModel(Domain domain, double n) {
                this.n = n;

                List<Issue> issues = domain.getIssues();
                issueModels = new ArrayList(issues.size());
                weights = new ArrayList(issues.size());
                issueNumbers = new ArrayList(issues.size());

                for (Issue issue : issues) {
                        switch (issue.getType()) {
                        case DISCRETE:
                                issueModels.add(new DiscreteIssueModel((IssueDiscrete) issue));
                                break;
                        case INTEGER:
                                issueModels.add(new IntegerIssueModel((IssueInteger) issue));
                                break;
                        default:
                                throw new RuntimeException("Unknown Issue Type: "
                                                + issue.getType());
                        }

                        weights.add(1.0 / issues.size());
                        issueNumbers.add(issue.getNumber());
                }
        }

        public double estimateUtility(Bid b) {
                double ret = 0;

                for (int i = 0; i < issueModels.size(); i++) {
                        try {
                                ret += weights.get(i)
                                                * issueModels.get(i).estimateUtility(
                                                                b.getValue(issueNumbers.get(i)));
                        } catch (Exception ex) {
                                System.err.println("Exception while estimating utility: "
                                                + ex.getMessage());
                        }
                }

                return ret;
        }

        public void addBid(Bid b) throws Exception {
                for (int i = 0; i < issueModels.size(); i++) {
                        Value v = b.getValue(issueNumbers.get(i));
                        issueModels.get(i).addBid(v);
                }

                if (previousBid != null) {
                        for (int i = 0; i < weights.size(); i++) {
                                if (b.getValue(issueNumbers.get(i)).equals(
                                                previousBid.getValue(issueNumbers.get(i)))) {
                                        weights.set(i, weights.get(i) + n);
                                }
                        }
                        normalizeWeights();
                }

                previousBid = b;
        }

        private void normalizeWeights() {
                double sum = Util.getSum(weights);

                for (int i = 0; i < weights.size(); i++) {
                        weights.set(i, weights.get(i) / sum);
                }
        }

        public Bid getPreviousBid() {
                return previousBid;
        }

        @Override
        public String toString() {
                String ret = "";

                for (int i = 0; i < issueModels.size(); i++) {
                        ret += "Issue " + issueNumbers.get(i) + " (weight = "
                                        + weights.get(i) + " )" + ":\n";

                        ret += issueModels.get(i).toString();
                }

                return ret;
        }
}