@Override
public void start(final Experiment experiment, final HeuristicCallback callback)
throws InterruptedException {
final AMModel model = experiment.getModel();
final List<AttributeMappingId> candidates = MappingUtils.getCandidates(model);
Collections.sort(
candidates,
new WeightComparator(experiment.getModel(), experiment.getAlpha(), experiment.getBeta()));
final List<AttributeMappingId> reverse = new ArrayList<AttributeMappingId>(candidates);
Collections.reverse(reverse);
for (final AttributeMappingId id : reverse) {
if (MappingUtils.isIDset(candidates, model)) {
break;
}
candidates.remove(id);
}
final IdSet solution = new IdSet(candidates);
callback.finished(Arrays.asList(solution));
}
@Override
public void start(
final Experiment experiment, final List<IdSet> feasiblePool, final HeuristicCallback callback)
throws InterruptedException {
final List<IdSet> improved = new ArrayList<IdSet>(feasiblePool.size());
final List<AttributeMappingId> candidates = MappingUtils.getCandidates(experiment.getModel());
Collections.sort(
candidates,
new WeightComparator(experiment.getModel(), experiment.getAlpha(), experiment.getBeta()));
for (final IdSet solution : feasiblePool) {
improved.add(improve(experiment.getModel(), solution, candidates));
}
callback.finished(improved);
}
/** Try improving this ID set by adding as many heavy AMs as possible. */
private static IdSet improve(
final AMModel model, final IdSet idSet, final List<AttributeMappingId> candidates) {
final List<AttributeMappingId> ret = new ArrayList<AttributeMappingId>(idSet.getMappings());
for (final AttributeMappingId id : candidates) {
if (!ret.contains(id)) {
final List<AttributeMappingId> potential = new ArrayList<AttributeMappingId>(ret);
potential.add(id);
if (MappingUtils.isIDset(potential, model)) {
ret.add(id);
}
}
}
return new IdSet(ret);
}