语言模糊知识与概率方法的集成

NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society Pub Date : 2008-05-19 DOI:10.1109/NAFIPS.2008.4531272

A. Walaszek-Babiszewska

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引用次数: 0

摘要

本文讨论了语言知识表示和模糊事件概率的概念。将带有规则权值的语言模糊模型视为概率MISO系统的一种模型。提出了前因变量和后因变量的语言值的概率作为规则权重。给出了语言推理过程和一个典型的MISO模型。

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Integrating Linguistic fuzzy knowledge and a probabilistic approach

The paper deals with the ideas of a linguistic knowledge representation and a probability of fuzzy events. Linguistic fuzzy model with weights of rules is considered as a model of a probabilistic MISO system. The probabilities of linguistic values of antecedent and consequent variables are proposed as rule weights. The linguistic inference procedure and an exemplary MISO model are presented.

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NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society

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