Degree of population diversity - a perspective on premature convergence in genetic algorithms and its Markov chain analysis
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In this paper, a concept of degree of population diversity is introduced to quantitatively characterize and theoretically analyze the problem of premature convergence in genetic algorithms (GAs) within the framework of Markov chain. Under the assumption that t... ...
