ERBF network with immune clustering-中国期刊网

摘要 Basedonimmuneclusteringandevolutionaryprogramming(EP),ahybridalgorithmtotraintheRBFnetworkisproposed.AnimmunefuzzyC-meansclusteringalgorithm(IFCM)isusedtoadaptivelyspecifytheamountandinitialpositionsoftheRBFcentersaccordingtoinputdataset;thentheRBFnetworkistrainedwithEPthattendstoglobaloptima.TheapplicationofthehybridalgorithminmultluserdetectionproblemdemonstratesthattheRBFnetworktrainedwiththealgorithmhassimplenetworkstructurewithgoodgeneralizationability.

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ERBF network with immune clustering

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ERBF network with immune clustering

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