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In this paper we report an ongoing work on an algorithm called DMEA (Evolutionary Algorithm based on the Differential Mutation). This algorithm is composed of differential mutation coupled with the “traditional” Gaussian mutation, fitness proportionate selection and generational replacement. We experimentally show that the DMEA is capable to generate chromosomes in a way that their distribution fits...