55、神经进化平台模块更新与优化

神经进化平台模块更新与优化

在神经进化平台的开发中，模块的更新与优化至关重要。下面将详细介绍相关模块的更新内容和实现细节。

竞争选择算法

竞争选择算法在神经进化中起着关键作用。 choose_CompetitionWinner 函数用于从 AllotmentsP 中随机选择一个代理，选择代理的概率与其 MutantAllotment 值成正比。

{WinnerFitness,WinnerTotN,WinnerAgent_Id}=choose_CompetitionWinner(AlotmentsP, 
Normalizer,Choice,0),  

{WinnerFitness,WinnerTotN,WinnerAgent_Id}.  

choose_CompetitionWinner([{MutantAllotment,Fitness,TotN,Agent_Id}|AllotmentsP],  
Normalizer,Choice,Range_From)->  

Range_To = Range_From+MutantAllotment/Normalizer,  

case (Choice >= Range_From) and (Choice =< Range_To) of  

true ->  

{Fitness,TotN,Agent_Id};  

false ->  

choose_CompetitionWinner(AllotmentsP,Normalizer,Choice,R