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改进的多目标规划遗传算法
引用本文:李学全,邹伟军.改进的多目标规划遗传算法[J].数学理论与应用,2004,24(2):94-96.
作者姓名:李学全  邹伟军
作者单位:中南大学数学科学与计算技术学院,410083
摘    要:本讨论了1]中多目标规划遗传算法存在的缺陷,并提出了相应改进策略.这些策略包括:引进精粹策略,杂交限制,终止条件,个体表示改进等方面,利用这些策略使算法能克服终止准则和小生境聚集的缺陷,使得算法能更快的收敛到Pareto最优解集同时又有好有分布的Pareto最优解集.

关 键 词:多目标规划  遗传算法  小生境  Pareto最优解集  精粹策略

An Improved Genetic Algorithm for Multiobjective Programming
Li xue quan,Zou Weijun.An Improved Genetic Algorithm for Multiobjective Programming[J].Mathematical Theory and Applications,2004,24(2):94-96.
Authors:Li xue quan  Zou Weijun
Abstract:This paper discussed some problems of multiobjective programming genetic algorithm (MPGA) in 1],at the same time,gives some new improvements to MPGA.These improvements include:elitism,mating restrictions,stop criteria,individual representation.By using these technical,we can overcoming the shortcomings in algorithm stopping,niche mass and so on,on the other hand we can make the algorithm converge more quickly and achieve a well distributed and we spread non-dominated set (Pareto-optimal set).
Keywords:Multiobjective Optimization  Genetic Algorithm  Niche  
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