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An Improved Real-value Adaptive Genetic Algorithm
Author(s): 
Pages: 792-795,800
Year: Issue:  7
Journal: CONTROL AND DECISION

Keyword:  自适应遗传算法实数编码交叉概率变异概率;
Abstract: 研究了基于实数编码的遗传算法的改进问题.针对实数编码在搜索后期存在搜索效率低、易早熟收敛等现象,讨论了遗传算法的参数调节问题.提出一种自适应交叉概率和变异概率,既考虑了进化代数对算法的影响,又考虑到每代不同个体适应度的作用,给出一种改进的实数自适应遗传算法.最后利用3个测试函数对算法进行验证,在函数的最终值、平均运行代数、收敛概率几方面都取得了较好的结果.
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