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文章基本信息

  • 标题:A New Approach to Artificial Immune Systems and its Application in Constructing On-line Learning Neuro-Fuzzy Systems
  • 作者:Mu-Chun Su ; Po-Chun Wang ; Yuan-Shao Yang
  • 期刊名称:The Open Artificial Intelligence Journal
  • 电子版ISSN:1874-0618
  • 出版年度:2008
  • 卷号:2
  • 期号:1
  • 页码:1-10
  • DOI:10.2174/1874061800802010001
  • 出版社:Bentham Science Publishers Ltd
  • 摘要:In this paper, we present an on-line learning neuro-fuzzy system which was inspired by parts of the mechanisms in immune systems. It illustrates how an on-line learning neuro-fuzzy system can capture the basic elements of the immune system and exhibit some of its appealing properties. During the learning procedure, a neuro-fuzzy system can be incrementally constructed. We illustrate the potential of the on-line learning neuro-fuzzy system on several benchmark classification problems and function approximation problems.
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