引用本文: | 杨有龙, 高晓光.紧致遗传算法的进化机制分析[J].控制理论与应用,2003,20(3):415~418.[点击复制] |
YANG You-long, GAO Xiao-guang.Evolutionary mechanism analysis of compact genetic algorithm[J].Control Theory and Technology,2003,20(3):415~418.[点击复制] |
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紧致遗传算法的进化机制分析 |
Evolutionary mechanism analysis of compact genetic algorithm |
摘要点击 1601 全文点击 1487 投稿时间:2001-06-04 修订日期:2002-04-18 |
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DOI编号 10.7641/j.issn.1000-8152.2003.3.020 |
2003,20(3):415-418 |
中文关键词 紧致遗传算法 遗传算法 优化 |
英文关键词 compact genetic algorithm genetic algorithm optimization |
基金项目 国家自然科学基金(90205019). |
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中文摘要 |
为了分析紧致遗传算法的进化机制, 首先给出了用于刻划进化概率向量的有关概念; 其次研究了增加染色体有效进化的方法, 提出了基于进化强度系数的增强紧致遗传算法; 同时为进一步研究基于多变量的紧致遗传算法提供了框架. |
英文摘要 |
Definitions are provided as to the property of the evolutionary probability vector. Then research method is described concerning how to improve the evolutionary probability of the gene, and the advanced compact genetic algorithm based on the above evolutionary intensity coefficient is proposed. Simultaneously the frame of multivariate-based compact genetic algo-rithm is also established. |