A novel multiobjective optimization algorithm based on bacterial chemotaxis

时间:2013-07-01 13:05:33
【文件属性】:

文件名称:A novel multiobjective optimization algorithm based on bacterial chemotaxis

文件大小:595KB

文件格式:PDF

更新时间:2013-07-01 13:05:33

mpos

多目标优化算法 In thisarticleanovelalgorithmbasedonthechemotaxisprocessof Echerichia coli is developedtosolve multiobjectiveoptimizationproblems.Thealgorithmusesfastnondominatedsortingprocedure, communicationbetweenthecolonymembersandasimplechemotacticalstrategytochangethe bacterial positionsinordertoexplorethesearchspacetofindseveraloptimalsolutions.Theproposed algorithm isvalidatedusing11benchmarkproblemsandimplementingthreedifferentperformance measurestocompareitsperformancewiththeNSGA-IIgeneticalgorithmandwiththeparticleswarm- based algorithmNSPSO.


网友评论