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    选择和变异操作下遗传算法的收敛性研究

    A STUDY OF CONVERGENCE OF GENETIC ALGORITHMS WITH SELECTION AND MUTATION ALONE

    • 摘要: 文中分析了选择和变异操作下遗传算法的收敛性问题,以较简洁的方式给出了连续空间中群体概率密度演变公式的证明,给出了离散空间中群体的演变过程收敛到全局最优状态的一个充分条件.

       

      Abstract: Convergence of genetic algorithms with selection and mutation operators alone is analysed in the paper. The evolutionary formula of the probability density of the population in continuous space is given in a simple and direct way. A sufficient condition on which the evolutionary process converges to the global optimum in discrete space is presented.

       

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