期刊文献+

模糊规则分类技巧探讨

A Study of Classification with Fuzzy Hybrid Techniques
下载PDF
导出
摘要 对产生模糊规则分类的几种技巧进行综合.其中有中性网络、模糊聚类、遗传运算法则等技巧,而对它们进行综合,就可应用于诸如Iris数据库之类许多有关分类的问题. In this paper several techniques are going to be integrated to generate fuzzy rules for classification. Within the techniques are neutral networks , fuzzy clustering , genetic algorithms , and their integration is going to be applied to one of the most referenced classifications problems as it is Iris Dataset.
作者 王植鑫
机构地区 台州学院电子系
出处 《山西师范大学学报(自然科学版)》 2005年第3期57-60,共4页 Journal of Shanxi Normal University(Natural Science Edition)
关键词 分类法 模糊聚合 遗传运算法则 Classification Fuzzy clustering Genetic algorithms
  • 相关文献

参考文献7

  • 1Bezdek J C.Pattern Recognition with Fuzzy Objective Function Algorithms[M].Plenun , New York 1998 . 15~19.
  • 2Bonissone P . Soft Computing : The convergence of emerging reasoning techniques[J].journal of Soft Computing , 1997,1(1):2~3.
  • 3Chiu S L . Fuzzy model identification based on cluster estimation[J].Journal of Intelligent and Fuzzy Systems , 1994,2(3):16~26.
  • 4Delgado M, Gomez S A, Martin F. A methodology to model fuzzy systems using fuzzy clustering in a rapid-prototyping approach[J].Fuzzy Sets and Systems. 1998,97(3) :287~301 .
  • 5Skarmeta A G, Jimenez F .Fuzzy modeling with hybrid systems[J].Fuzzy Sets and Systems ,1999,104(2):199~208.
  • 6Jang J S . Adaptive-network-based fuzzy Inference systems[J].IEEE Trans. on Systems ,Man and Cybernetics, 1993,23(3):665~685.
  • 7Wu T P ,Chen S M . A new method for constructing membership functions and fuzzy rules from training examples[J].IEEE Trans. on Systems ,Man and Cybernet-Part B, 1999,29(1):22~40.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部