private void StartSearchLoop()
{
var cancellationToken = _cancellationTokenSource.Token;
var handlesToWait = new[] { cancellationToken.WaitHandle, _runSearchLoop };
void SearchLoop()
{
if (IsRecurrent)
{
ReproductionParameters.WeightMutations.OverallRouletteWheelShare = 75f;
ReproductionParameters.AddConnectionRouletteWheelShare = 16f;
}
while (true)
{
var searchModel = new XorNetworkSearch(
PopulationParameters,
IsRecurrent ? RecurrentNetworkParameters : FeedForwardNetworkParameters,
ReproductionParameters);
SearchResult searchResult = default;
InvokeOnUiThread(HandleStartNewSearchRun);
for (var generation = 0; generation < GenerationsCount; ++generation)
{
WaitHandle.WaitAny(handlesToWait);
if (cancellationToken.IsCancellationRequested)
{
return;
}
var newSearchResult = searchModel.SearchNext();
InvokeOnUiThread(() => HandleNewPopulationFound(newSearchResult));
searchResult = newSearchResult;
}
InvokeOnUiThread(() => HandleFinishSearchRun());
}
}
_searchThread = new Thread(SearchLoop);
_searchThread.Start();
}
