计算机工程与应用 ›› 2009, Vol. 45 ›› Issue (10): 208-210.DOI: 10.3778/j.issn.1002-8331.2009.10.063

• 工程与应用 • 上一篇    下一篇

典型的人工免疫算法性能比较与分析

高家全1,何桂霞1,王雨顺2   

  1. 1.浙江工业大学 之江学院,杭州310024
    2.南京师范大学 数学与计算机科学学院,南京210097
  • 收稿日期:2008-02-25 修回日期:2008-05-16 出版日期:2009-04-01 发布日期:2009-04-01
  • 通讯作者: 高家全

Comparison and analysis with classic artificial immune algorithms on performance

GAO Jia-quan1,HE Gui-xia1,WANG Yu-shun2   

  1. 1.Zhijiang College,Zhejiang University of Technology,Hangzhou 310024,China
    2.School of Mathematics and Computer Science,Nanjing Normal University,Nanjing 210097,China
  • Received:2008-02-25 Revised:2008-05-16 Online:2009-04-01 Published:2009-04-01
  • Contact: GAO Jia-quan

摘要: 基于免疫机理的算法为工程应用带来了什么、有何差异。基于这个背景,选择B-cell 算法、克隆选择算法和Opt-aiNET算法这三个免疫算法为代表,针对三类经典工程优化问题,以解质量和评价数作为评价标准,详尽地比较了它们,并给出了它们之间差异原因的分析和评价。

关键词: 免疫理论, 克隆选择算法, B-cell算法, Opt-aiNET算法

Abstract: What have these algorithms based on immune theory offered for engineering application? Are there differences between them? On the background of these questions,three classic immune algorithms,B-cell algorithm,clonal selection algorithm and Opt-aiNET,are taken for examples and are compared in terms of the following two criterions:the quality of optimal solution obtained and the number of evaluation to objective function with three classic engineering problems.The differences between them are given and reasons are also analyzed.

Key words: immune theory, clonal selection algorithm, B-cell algorithm, Opt-aiNET algorithm