文件名称:A novel multiobjective optimization algorithm based on bacterial chemotaxis
文件大小:595KB
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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.