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›› 2002, Vol. 28 ›› Issue (10): 80-.

• 论文 • 上一篇    下一篇

基于动态岛屿群体模型的并行遗传算法

潘福成,郝博,梁英,何利   

  1. 沈阳工业学院,沈阳工业学院,沈阳工业学院,沈阳工业学院 沈阳 110015
  • 发布日期:2002-10-25

Parallel Genetic Algorithm Based on Dynamic Island Model

PAN Fucheng,HAO Bo,LIANG Ying,HE Li   

  1. (Shenyang Institute of technology, Shenyang 110015)
  • Published:2002-10-25

摘要: 在科学计算领域,并行计算越来越成熟,并行遗传算法开始受到关注。文章分析了遗传算法并行化的动机和实现模型,提出了一种新算法-基于动态岛屿群体模型的并行遗传算法,仿真结果验证了这种新算法的有效性和合理性。

关键词: 并行遗传算法, 并行性, 遗传算法

Abstract: Parallel computing is growing more successful in science computation, and a lot of increasing attentions are paid to parallel genetic algorithm. This paper analyzes some parallelization motivations and implementation models for genetic algorithm .In addition, a new parallel genetic algorithm based on dynamic island model is proposed.Furthermore, the simulation results show the algorithm's effectiveness.

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