public void Solve_NaiveOpimitizationSolver()
{
var problem = MapColoring.CreateProblem(5);
var softConstraints = new List <ISoftConstraint <string, int> > {
new NumUniqueConstraint <string, int>(3, problem.Variables)
};
var optimizationProblem = new OptimizationProblem <string, int>(problem.Variables, problem.Constraints, softConstraints, problem.InitialAssignment);
var solver = new NaiveConstraintOptimization <string, int>();
var solution = solver.Optimize(optimizationProblem);
var assigned = new Dictionary <string, int>();
foreach (Variable <string, int> v in problem.Variables)
{
assigned[v.UserObject] = solution.GetValue(v);
}
var adjacencies = new Dictionary <string, List <string> > {
{ "Western Australia", new List <string> {
"Northern Territory", "South Australia"
} },
{ "Northern Territory", new List <string> {
"Western Australia", "South Australia", "Queensland"
} },
{ "New South Wales", new List <string> {
"Queensland", "South Australia", "Victoria"
} },
{ "Queensland", new List <string> {
"Northern Territory", "South Australia", "New South Wales"
} },
{ "South Australia", new List <string> {
"Western Australia", "Northern Territory", "New South Wales", "Queensland", "Victoria"
} },
{ "Victoria", new List <string> {
"New South Wales", "South Australia"
} },
{ "Tasmania", new List <string> {
} }
};
foreach (string t in adjacencies.Keys)
{
var neighbors = adjacencies[t];
foreach (string n in neighbors)
{
Assert.AreNotEqual(assigned[t], assigned[n]);
}
}
Assert.AreEqual(assigned.Values.Distinct().ToList().Count, 3);
}
public void Solve_BacktrackSolver()
{
var problem = MapColoring.CreateProblem(5);
var solver = new RecursiveBacktrackSolver <string, int>();
var solution = solver.Solve(problem, CancellationToken.None);
var assigned = new Dictionary <string, int>();
foreach (Variable <string, int> v in problem.Variables)
{
assigned[v.UserObject] = solution.GetValue(v);
}
var adjacencies = new Dictionary <string, List <string> > {
{ "Western Australia", new List <string> {
"Northern Territory", "South Australia"
} },
{ "Northern Territory", new List <string> {
"Western Australia", "South Australia", "Queensland"
} },
{ "New South Wales", new List <string> {
"Queensland", "South Australia", "Victoria"
} },
{ "Queensland", new List <string> {
"Northern Territory", "South Australia", "New South Wales"
} },
{ "South Australia", new List <string> {
"Western Australia", "Northern Territory", "New South Wales", "Queensland", "Victoria"
} },
{ "Victoria", new List <string> {
"New South Wales", "South Australia"
} },
{ "Tasmania", new List <string> {
} }
};
foreach (string t in adjacencies.Keys)
{
var neighbors = adjacencies[t];
foreach (string n in neighbors)
{
Assert.AreNotEqual(assigned[t], assigned[n]);
}
}
}
