Abstract Group formation is a complex task requiring computational support to succeed. In the literature, there has been considerable effort in development of algorithms for composing groups as well their evaluation. The most widely used approach Genetic Algorithm, as, it can handle numerous variables, generating optimal solutions according problem requirements. this study, novel genetic algori...