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紧致遗传算法的进化机制分析 被引量:7

Evolutionary mechanism analysis of compact genetic algorithm
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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。 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.
出处 《控制理论与应用》 EI CAS CSCD 北大核心 2003年第3期415-418,共4页 Control Theory & Applications
基金 国家自然科学基金(90205019)
关键词 紧致遗传算法 进化机制分析 概率模型 种群增强学习算法 compact genetic algorithm genetic algorithm optimization
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参考文献7

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