private void RecalcCentroids_GenomeList(Species <T>[] speciesArr, bool[] updateBits)
{
Parallel.ForEach(
Enumerable.Range(0, speciesArr.Length).Where(i => updateBits[i]),
_parallelOptions,
() => new List <ConnectionGenes <T> >(),
(speciesIdx, loopState, connGenesList) =>
{
var species = speciesArr[speciesIdx];
SpeciationUtils.ExtractConnectionGenes(connGenesList, species.GenomeList);
species.Centroid = _distanceMetric.CalculateCentroid(connGenesList);
return(connGenesList);
},
(connGenesList) => connGenesList.Clear());
}
private void RecalcCentroids_GenomeById(Species <T>[] speciesArr, bool[] updateBits)
{
Parallel.ForEach(
Enumerable.Range(0, speciesArr.Length).Where(i => updateBits[i]),
_parallelOptions,
() => new List <ConnectionGenes <T> >(),
(speciesIdx, loopState, connGenesList) =>
{
var species = speciesArr[speciesIdx];
// Extract the ConnectionGenes<T> object from each genome in the GenomeById dictionary.
SpeciationUtils.ExtractConnectionGenes(connGenesList, species.GenomeById);
// Calculate the centroid for the extracted connection genes.
species.Centroid = _distanceMetric.CalculateCentroid(connGenesList);
return(connGenesList);
},
(connGenesList) => connGenesList.Clear());
}
private void RecalcCentroids_GenomeList(
Species <T>[] speciesArr,
bool[] updateBits)
{
// Create a temporary, reusable, working list.
var tmpConnGenes = new List <ConnectionGenes <T> >();
for (int i = 0; i < speciesArr.Length; i++)
{
if (updateBits[i])
{
var species = speciesArr[i];
// Extract the ConnectionGenes<T> object from each genome in GenomeList.
SpeciationUtils.ExtractConnectionGenes(tmpConnGenes, species.GenomeList);
// Calculate the centroid for the extracted connection genes.
species.Centroid = _distanceMetric.CalculateCentroid(tmpConnGenes);
}
}
tmpConnGenes.Clear();
}
