public IterativeDeepeningSearchTests()
{
foreach (var name in new[] { "A", "B", "C", "D", "E", "F" })
{
_states[name] = new DummyProblemState(0, name);
}
_goalState = DummyProblemState.CreateGoalState();
_states[_goalState.Name] = _goalState;
}
public DepthLimitedSearchTests()
{
foreach (var name in new[] { "A", "B", "C", "D", "E", "F" })
{
_states[name] = new DummyProblemState(0, name);
}
_goalState = DummyProblemState.CreateGoalState();
_states[_goalState.Name] = _goalState;
}
public void ExpandNodeTest()
{
var state1 = new DummyProblemState(8);
var state2 = new DummyProblemState(6);
var rootNextStates = new[] { state1, state2 };
var root = new Node <DummyProblemState>(new DummyProblemState(0, rootNextStates));
var children = root.ExpandNode().ToList();
Assert.Equal(2, children.Count);
Assert.Contains(children, node => node.State == state1 && node.Parent == root);
Assert.Contains(children, node => node.State == state2 && node.Parent == root);
}
public void ShouldFindOptimalPath()
{
var states = new Dictionary <string, DummyProblemState>
{
["A"] = new DummyProblemState(0, "A"),
["Goal from A"] = DummyProblemState.CreateGoalState(42),
["B from A"] = new DummyProblemState(2, "B"),
["H from A"] = new DummyProblemState(1, "B"),
["E from A"] = new DummyProblemState(3, "E"),
["C from B"] = new DummyProblemState(4, "C"),
["D from C"] = new DummyProblemState(3, "D"),
["Goal from D"] = DummyProblemState.CreateGoalState(4),
["F from E"] = new DummyProblemState(1, "F"),
["Goal from F"] = DummyProblemState.CreateGoalState(2)
};
SetPaths(states);
var problem = new DummyProblem(states["A"]);
var astars = new[]
{
new AStarSearch <DummyProblemState>(new NoHeuristicFunction <DummyProblemState>()),
new AStarSearch <DummyProblemState>(new DummyHeuristicFunction(new Dictionary <string, int>
{
["A"] = 8,
["B"] = 6,
["C"] = 5,
["D"] = 4,
["E"] = 7,
["F"] = 2,
[DummyProblemState.CreateGoalState().Name] = 0,
}))
};
foreach (var astar in astars)
{
var result = astar.Search(problem).ToList();
Assert.Equal(6, result.Sum(s => s.Cost));
Assert.Equal(new[] { states["A"], states["E from A"], states["F from E"], states["Goal from F"] }, result);
}
}
