Community structure division in complex networks based on gene expression programming algorithm
Hui Yuan · Journal of Computer Applications · 2012
Due to the uncertainty of complex networks,traditional community structures division algorithm of the complex network could easily lead to premature convergence and decreased accuracy.And because of the large amount of computation,time complexity is high.To overcome the above shortcomings,the paper adopted GEP's global search ability and adaptability,and other characteristics with parallel calculations,optimized the network structure of the division of community,and proposed a community structure division algorithm of complex network based on GEP,and verified the validity of the new algorithm by experiment.The new algorithm has more accurate community division of the complex network in the case of no prior information.