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In this paper, an improved genetic algorithm based on polygymy which means one father and many mothers is proposed. The population is divided into several sub-populations, and each sub-population is composed of a father, some mothers and some bachelors. Crossover is occurred between the father and the mothers. Mutation is occurred only among the bachelors. The function optimization results show that...
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