一种基于Choquet积分的不精确推理方法

  • 陈爱霞 ,
  • 梁智勇 ,
  • 冯慧敏
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陈爱霞(1982—),女,河北保定人,河北大学讲师,主要从事不确定信息处理方面研究. E-mail:aixia_chen@163.com

收稿日期: 2015-07-01

  网络出版日期: 2016-11-25

基金资助

国家自然科学基金资助项目(61672205);保定市科技局项目(15ZJ055)

An inexact reasoning method based on Choquet integral

  • CHEN Aixia ,
  • LIANG Zhiyong ,
  • FENG Huimin
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  • 1.Key Laboratory of Machine Learning and Computational Intelligence, College ofMathematics and Information Science, Hebei University, Baoding 071002, China; 2.Finance Section, Hebei Province Information Engineering School, Baoding 071000, China

Received date: 2015-07-01

  Online published: 2016-11-25

摘要

模糊规则是模糊推理中的重要工具之一,它表示了模糊知识的因果关系.在一个模糊规则集中,当模糊命题间存在交互作用时,将参数权重用模糊测度取代,得到了一种基于模糊规则矩阵变换和Choquet模糊积分的模糊推理方法.该方法主要应用在不完全归纳推理中.

本文引用格式

陈爱霞 , 梁智勇 , 冯慧敏 . 一种基于Choquet积分的不精确推理方法[J]. 河北大学学报(自然科学版), 2016 , 36(6) : 561 -565 . DOI: 10.3969/j.issn.1000-1565.2016.06.001

Abstract

Fuzzy rule,which expresses the causation of the fuzzy knowledge,is one of the important tools in fuzzy reasoning.When the interaction exists among fuzzy propositions in a fuzzy rule set,the parameter weight is displaced by the fuzzy measure,and an inexact reasoning algorithm based on Choquet integral is proposed.This method is mainly used in the incomplete inductive reasoning.

参考文献

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