private ISorterCompParaPoolWorkflow EvaluateResultsStep(int seed)
{
var sorterLayerEval =
CompParaPool.SorterOnSwitchableGroupSets.Select(
t => GenomeEval.Make(
genome: SorterLayer.GetGenome(t.Sorter.Guid),
score: t.SwitchesUsed,
generation: Generation,
success: t.SorterOnSwitchableGroups.All(sg => sg.Success)
)
).Make <ISorterGenome, IGenomeEval <ISorterGenome> >();
var switchableGroupLayerEval =
CompParaPool.SorterOnSwitchableGroups.GroupBy(t => t.SwitchableGroupGuid).Select(
g => GenomeEval.Make(
genome: SwitchableGroupLayer.GetGenome(g.Key),
score: g.Sum(s => - s.SwitchUseCount),
generation: Generation,
success: g.All(m => m.Success)
)
).Make <ISwitchableGroupGenome, IGenomeEval <ISwitchableGroupGenome> >();
return(new SorterCompParaPoolWorkflowImpl
(
compWorkflowState: CompWorkflowState.UpdateGenomes,
sorterLayer: SorterLayer,
switchableGroupLayer: SwitchableGroupLayer,
compParaPool: CompParaPool,
sorterLayerEval: sorterLayerEval,
switchableGroupLayerEval: switchableGroupLayerEval,
sorterCompParaPoolParams: SorterCompParaPoolParams,
generation: Generation
));
}
private ISorterCompParaPoolWorkflow ReproStep(int seed)
{
var randy = Rando.Fast(seed);
var sorterLayer = SorterLayer.ReproducePreserveParents(seed: randy.NextInt(), newGenomeCount: SorterCompParaPoolParams.ChildCount, mutationRate: SorterCompParaPoolParams.SorterMutationRate, insertionRate: SorterCompParaPoolParams.SorterMutationRate, deletionRate: SorterCompParaPoolParams.SorterDeletionRate);
var switchableGroupLayer = SwitchableGroupLayer.Reproduce(seed: randy.NextInt(), newGenomeCount: SorterCompParaPoolParams.SwitchableLayerExpandedGenomeCount, mutationRate: SorterCompParaPoolParams.SwitchableLayerExpandedGenomeCount, insertionRate: SorterCompParaPoolParams.SwitchableGroupInsertionRate, deletionRate: SorterCompParaPoolParams.SwitchableGroupDeletionRate);
return(new SorterCompParaPoolWorkflowImpl
(
compWorkflowState: CompWorkflowState.RunCompetition,
sorterLayer: sorterLayer,
switchableGroupLayer: switchableGroupLayer,
compParaPool: null,
sorterLayerEval: null,
switchableGroupLayerEval: null,
sorterCompParaPoolParams: SorterCompParaPoolParams,
generation: Generation
));
}
