AIMA.Core.Search.Local.SimulatedAnnealingSearch.search C# (CSharp) Method

search() public method

public search ( Problem p ) : List
p AIMA.Core.Search.Framework.Problem
return List
	public List<Action> search(Problem p) {
		clearInstrumentation();
		outcome = SearchOutcome.FAILURE;
		lastState = null;
		// current <- MAKE-NODE(problem.INITIAL-STATE)
		Node current = new Node(p.getInitialState());
		Node next = null;
		List<Action> ret = new List<Action>();
		// for t = 1 to INFINITY do
		int timeStep = 0;
		while (!CancelableThread.currIsCanceled()) {
			// temperature <- schedule(t)
			double temperature = scheduler.getTemp(timeStep);
			timeStep++;
			// if temperature = 0 then return current
			if (temperature == 0.0) {
				if (SearchUtils.isGoalState(p, current)) {
					outcome = SearchOutcome.SOLUTION_FOUND;
				}
				ret = SearchUtils.actionsFromNodes(current.getPathFromRoot());
				lastState = current.getState();
				break;
			}

			List<Node> children = expandNode(current, p);
			if (children.Count > 0) {
				// next <- a randomly selected successor of current
				next = Util.selectRandomlyFromList(children);
				// /\E <- next.VALUE - current.value
				double deltaE = getValue(p, next) - getValue(p, current);

				if (shouldAccept(temperature, deltaE)) {
					current = next;
				}
			}
		}

		return ret;
	}