A Two-stage Estimation of Distribution Algorithms Based on Niche

In order to solve the problem of diversity and premature,this paper presents a two-stage estimation of distribution algorithm,which is based on niche technology and combines niche probability with population probability for generating new population.Computational results demonstrate that the proposed algorithm can greatly improve the efficiency of global search.