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遗传算法并行机理分析 被引量:1

Analysis on Parallel Mechanism of Genetic Algorithm
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摘要 在当前遗传算法的理论发展和实际应用的基础上,从遗传算法的数学理论基础、遗传操作、主要实现途径等方面分析了遗传算法的并行机理和并行实现上的困难以及一些改进的方法和措施,这对遗传算法的进一步研究和应用有一定的指导意义. Based on current theory development and actual application of genetic algorithm,from the following aspects:the mathematical rationale,the genetic operation,and the main realizing ways etc.of the genetic algorithm,this paper analyzed the difficulties coming to its parallel mechanism and concurrent realization,and some methods and measures for improvement.These would have a certain significance for further research and application of genetic algorithm.
出处 《海南大学学报(自然科学版)》 CAS 2004年第4期331-335,共5页 Natural Science Journal of Hainan University
基金 湖南省教育厅基金资助项目(04C162)
关键词 遗传算法 并行机 并行实现 遗传操作 机理分析 数学理论 指导意义 genetic algorithm parallel mechanism mathematical theorem the realizing ways
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参考文献2

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  • 2郑海洋,宿红毅,李毅.分布式视频点播网络统计调度策略及负载均衡研究[J].计算机工程与应用,2005,41(16):165-167. 被引量:4
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  • 5Zheng Shijue, Shu Wanneng, Chen Guangdong. A Load Balanced Method Based on Campus Grid [ C ]//Beijing: International Symposium on Communications and Information Technologies (ISCIT) ,2005.
  • 6Masanori Sugisaka, Xinjian Fan. Adaptive Genetic Algorithm with a Co- operative Mode [ C ]//In : Proceedings of IEEE International Symposium on Industrial Electronics,2001.
  • 7吉根林.遗传算法研究综述[J].计算机应用与软件,2004,21(2):69-73. 被引量:223

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