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Group Search Optimizer(GSO) is one of the best algorithms, is very new in thefield of Evolutionary Computing. It is very robust and efficient algorithm,which is inspired by animal searching behaviour. The paper describes anapplication of GSO to clustering of networks. We have tested GSO against fivestandard benchmark datasets, GSO algorithm is proved very competitive in termsof accuracy and convergence speed.

Clustering of Complex Networks and Community Detection Using Group Search Optimization