期刊文献+

一种新型异构分布式混合遗传算法

A New Heterogeneous Distributed Hybrid Genetic Algorithms
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摘要 本文结合混合遗传算法和异构分布式遗传算法两种思想提出了一种异构分布式混合遗传算法。实验表明,该算法在时间性能和优化性能上优于上述两种算法,并且提供了一种在最佳搜索空间的快速搜索和找到更好的最佳解的能力。 Hybrid genetic algorithm and heterogeneous distributed genetic algorithm are well combined in this paper, and a new algorithm is derived, that is the heterogeneous distributed hybrid genetic algorithms. The experiments results show that not only is this algorithm better than two algorithms above on time performance and optimization performance, but also it provides a method to search the optimal search space quickly and find out the better solution.
作者 熊忠阳 张磊
出处 《计算机科学》 CSCD 北大核心 2004年第10期193-195,202,共4页 Computer Science
基金 重庆市科委应用基金(No.6968)
关键词 异构 快速搜索 分布式遗传算法 混合遗传算法 搜索空间 时间性 优化性能 实验 Simulated annealing, Tabu search, Hybrid genetic algorithms, Heterogeneous distributed,Genetic algorithms
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参考文献4

  • 1Herrera F,Lozano M. Heterogeneous Distrubuted Genetic Algorithms Based on the Crossover Operator. Genetic Algorithms In Engineering Systems: Innovations And Applications, 1997.GALESIA 97. Second Intl. Conf. On (Conf. Publ. No. 446),Sept. 1997 . 203 ~208
  • 2Fung C C,Chow S Y,Wong K P. Solving the Economic Dispatch Problem with an Integrated Parallel Genetic Algorithm, Power System Technology, 2000. In:Proc. PowerCon 2000. Intl. Conf.on, Volume: 3,Dec. 2000. 1257~1262
  • 3Grefenstette J,et al. Genetic Algorithms for the Traveling Salesman Problem. In: Proc. of 1st Int. Conf. on Genetic Algorithms and Their Applications, Lawrence Erlbaum Associates, 1985. 154-159
  • 4Xiong Shengwu, Li Chengjun. A Distributed Genetic Algorithm to TSP. Intelligent Control and Automation, In: 2002. Proc. of the 4th World Congress on, Volume: 3,June 2002. 1827-1830

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