public void Start()
{
runTag = $"Run{DateTime.Now:MMMdd_HHmm}";
if (_logChangesToFile)
{
_addLog = new StreamWriter($"OutputData/{runTag}_Added.yaml");
_remLog = new StreamWriter($"OutputData/{runTag}_Removed.yaml");
_addLog.WriteLine("data:");
_remLog.WriteLine("data:");
_geneBank._GeneAddedToPool += LogAdd;
_geneBank._GeneRemovedFromPool += LogRemove;
}
_geneBank._GeneAddedToPool += genome => _GenepoolChanged?.Invoke();
_geneBank._GeneRemovedFromPool += genome => _GenepoolChanged?.Invoke();
if (_logChangesToConsole)
{
_geneBank._GeneAddedToPool += (gi) => Debug.Log($"+{gi}");
_geneBank._GeneRemovedFromPool += (gi) => Debug.Log($"-{gi}");
}
_geneBank._GeneAddedToPool += (gi) => _dbgGenomeCount = _geneBank.GenomeCount;
_geneBank._GeneRemovedFromPool += (gi) => _dbgGenomeCount = _geneBank.GenomeCount;
if (_preloadData != null && LoadDataOnStart)
{
var preloadGenomes = _preloadData.GetData();
foreach (var gi in _preloadData.GetData())
{
_geneBank.Evaluate(gi);
}
Debug.Log($"Done Preloaded. Genebank Size: {_geneBank.GenomeCount} of {preloadGenomes.Length} from preload.");
}
}
public void ParetoGeneBank()
{
StringBuilder sb = new StringBuilder();
ParetoGeneBank geneBank = new ParetoGeneBank();
geneBank._GeneAddedToPool += (gi) => sb.Append($"[Gene Added: {gi}]");
geneBank._GeneRemovedFromPool += (gi) => sb.Append($"[Gene Removed: {gi}]");
Dictionary <string, float> metrics = new Dictionary <string, float>();
float[] dummyWeights = new float[3];
void logGenebank_() => sb.AppendLine($"Genebank Contains: {string.Join(", ", geneBank.Frontier.Select(gi => $"<{gi}>"))}");
void addTestPoint_(float x, float y)
{
metrics["x"] = x; metrics["y"] = y;
sb.Append($"Adding ({x},{y}): ");
sb.AppendLine($"returned {geneBank.Evaluate(dummyWeights, metrics)}");
}
try
{
sb.AppendLine($"Double add");
addTestPoint_(1, 1);
addTestPoint_(1, 1);
logGenebank_();
Assert.AreEqual(geneBank.GenomeCount, 1);
sb.AppendLine($"Dominate point, start curve");
addTestPoint_(.5f, .9f);
logGenebank_();
Assert.AreEqual(geneBank.GenomeCount, 1);
sb.AppendLine($"Rest of Init Curve");
addTestPoint_(.9f, .5f);
addTestPoint_(.6f, .6f);
logGenebank_();
Assert.AreEqual(geneBank.GenomeCount, 3);
sb.AppendLine($"Domintates all, barely");
addTestPoint_(.5f, .5f);
addTestPoint_(.5f, .5f);
logGenebank_();
Assert.AreEqual(geneBank.GenomeCount, 1);
sb.AppendLine($"Domintates all, Clearly.");
addTestPoint_(.4f, .4f);
logGenebank_();
Assert.AreEqual(geneBank.GenomeCount, 1);
Debug.Log($"Clearing Gene Entries (removed:{geneBank.ClearGeneEntries()})");
logGenebank_();
Assert.AreEqual(geneBank.GenomeCount, 0);
Debug.Log($"Adding Random Points.");
for (int iRand = 0; iRand < 100; iRand++)
{
for (int iWeight = 0; iWeight < dummyWeights.Length; iWeight++)
{
dummyWeights[iWeight] = Random.value;
}
addTestPoint_(Random.value, Random.value);
}
logGenebank_();
Debug.Log(DateTime.Now.ToString("MMMdd_HHmm"));
System.IO.File.WriteAllText("OutputData/TestML_ParetoGenebank.yaml", geneBank.GetYAML());
}
catch (Exception e)
{
sb.Insert(0, $"{e.Message}\n");
sb.AppendLine(e.StackTrace);
Debug.Assert(false, sb);
}
Debug.Log(sb);
}