| 一种基于Choquet积分的不精确推理方法 |
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| 引用本文： | 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. |
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| 作者姓名： | 陈爱霞 梁智勇 冯慧敏 |
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| 基金项目： | 国家自然科学基金资助项目(61672205);保定市科技局项目(15ZJ055) |
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| 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.
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| 关 键 词： | 模糊测度 Choquet模糊积分 模糊规则矩阵变换 |
| 收稿时间： | 2015-07-01 |
An inexact reasoning method based on Choquet integral |
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| CHEN Aixia,LIANG Zhiyong,FENG Huimin.An inexact reasoning method based on Choquet integral[J].Journal of Hebei University (Natural Science Edition),2016,36(6):561. |
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| Authors: | CHEN Aixia LIANG Zhiyong FENG Huimin |
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| Institution: | 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 |
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| 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. |
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| Keywords: | fuzzy measure Choquet fuzzy integral fuzzy rule matrix transformation |
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