Evolutionary Strategies with Clustering Analysis by Hamming Nets

The evolutionary strategies with clustering analysis by Hamming,neural network is proposed in this paper.Cluster vectors of fuzzy adaptive Hamming neural network record the evolutionary search areas,and the optimum strings in those areas and their fitness are also recorded at the same time.Through the clustering analysis to the evolutionary strings by Hamming neural network,the search process has the ability of recalling.Therefore the chromosome information of evolutionary population can be maintained abundant enough to avoid the early convergence.This evolutionary strategies can also gain higher convergence speed by avoid nonsense search and can give multiple local optima at the same time.