public void CAN_I_SOLVE_VARIOUS_PROBLEMS(ProblemLevels diff, int organisms, int maxEpochs, int maxExtinctions)
{
Problem problem = ProblemGenerator.GetProblem(diff);
_evo = new EvolutionSolution(_disp);
Debug.WriteLine($"Attempting solution of {diff.ToString()} with {organisms} organisms \n");
int[][] proposedSolution = _evo.SolveB4ExtinctCount_Async(problem.Rows, organisms, maxEpochs, maxExtinctions).Result;
var testResult = SudokuTool.Test(proposedSolution);
var resultStatus = testResult.resultStatus;
var resultErrors = testResult.errorCount;
bool optimalResult = testResult.isOptimal;
var stats = _evo.Stats;
Debug.WriteLine(resultStatus);
// show some stats
System.Diagnostics.Debug.WriteLine($@"Final Status: {testResult.resultStatus}
Errors: {testResult.errorCount}
-- Stats --
| Epochs (years): {stats.epochsCompleted}
| Mass Extinctions (resets): {stats.extinctions}
| Organisms Created: {stats.organismsBorn} | Died of Old Age (>999 years): {stats.diedOfOldAge}
| Mutation Fails: {stats.mutationFailed} | Evolution Successes: {stats.evolutionWorked}
| Worst Replaced by Mating Results: {stats.culledCount} | Mating Results Were Best: {stats.bestBabies}
| Rare Mutation Was Best: {stats.bestMutationsEver} | Random Solution Was Best: {stats.randomWasTheBest} ");
var mutationvsevolution = ((double)stats.bestMutationsEver / stats.evolutionWorked);
System.Diagnostics.Debug.WriteLine(
$@"Evolution that turned out for the best: {mutationvsevolution:P1}");
System.Diagnostics.Debug.WriteLine(
$@"Mating that resulted in KHAN: {stats.bestBabies / stats.matingPairs * 100}%");
Debug.WriteLine(resultErrors == 0 ? "Optimal solution found. \n" : "Did not find optimal solution \n");
Debug.WriteLineIf(resultErrors != 0, "\nBest solution found: \n");
_disp.DisplayMatrix(proposedSolution);
Assert.True(optimalResult);
}
