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A New Fuzzy Adaptive Genetic Algorithm

FANG Lei ZHANG Huan-chun JING Ya-zhi

中国电子科技2005，Vol.3Issue(1)：57-59,71,4.

A New Fuzzy Adaptive Genetic Algorithm

FANG Lei ¹ZHANG Huan-chun ¹JING Ya-zhi¹

作者信息

1. College of Automation Engineering, Nanjing UniversityofAeronautics and Astronautics Nanjing 210016 China
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摘要

Abstract

Multiple genetic algorithms (GAs) need a large population size, which will take a long time for evolution.A new fuzzy adaptive GA is proposed in this paper. This algorithm is more effective in global search while keeping the overall population size constant. The simulation results of function optimization show that with the proposed algorithm, the phenomenon of premature convergence can be overcome effectively, and a satisfying optimization result is obtained.

关键词

adaptive genetic algorithm/fuzzy logic controller/dynamic parameters control/population sizes

Key words

adaptive genetic algorithm/fuzzy logic controller/dynamic parameters control/population sizes

分类

数理科学

引用本文复制引用

FANG Lei,ZHANG Huan-chun,JING Ya-zhi..A New Fuzzy Adaptive Genetic Algorithm[J].中国电子科技,2005,3(1):57-59,71,4.

基金项目

Supported by Basic Research Foundation of National Defence (No. B0203-031) （No. B0203-031）

中国电子科技

ISSN：1674-862X

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