The article describes a new evolutionary based method to divide graph into strongly connected structures we called α-cliques. The α-clique is a generalization of a clique concept with the introduction of parameter a. Using this parameter it is possible to control the degree (or strength) of connections among vertices (nodes) of this sub-graph structure. The evolutionary approach is proposed as a method that enables to find separate a-cliques that cover the set of graph vertices.
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