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兵工学报 ›› 2012, Vol. 33 ›› Issue (12): 1533-1538.doi: 10.3969/j.issn.1000-1093.2012.12.021

• 研究简报 • 上一篇    下一篇

免疫万有引力搜索算法的研究与仿真

杨晶, 黎放, 狄鹏   

  1. (海军工程大学 管理工程系, 湖北 武汉 430033)
  • 收稿日期:2011-10-29 修回日期:2011-10-29 上线日期:2014-01-09
  • 作者简介:杨晶(1983—),男,讲师,博士

Research and Simulation of the Gravitational Search Algorithms with Immunity

YANG Jing, LI Fang, DI Peng   

  1. (Department of Management Science, Naval University of Engineering, Wuhan 430033, Hubei, China)
  • Received:2011-10-29 Revised:2011-10-29 Online:2014-01-09

摘要: 受生物体免疫系统免疫机制的启发,利用免疫信息处理机制来改善万有引力搜索算法(gravitational search algorithm

关键词: 系统工程, 免疫万有引力搜索算法, 免疫记忆, 疫苗接种

Abstract: Inspired by the immune mechanism of organisms immune system,the local optimize performance of gravitational search algorithm (GSA) was improved by the immune information processing mechanism,and the GSA with immunity was proposed. The proposed algorithms have both the advantages of the original GSA and the immune information processing mechanism of immune system,which can improve the abilities of seeking the global excellent result and evolution speed. The computer simulation result in examples demonstrates that the proposed algorithms are superior to the original GSA.

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