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Title:   Premise Reduction of Fuzzy Inference Based on Hierarchical Variable Weights       

Author: Yuzhuo Zhang

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Accession number:       
20163702800915
        Title:        Premise reduction of fuzzy inference based on hierarchical variable weights
        Authors:        Zhang, Yuzhuo1 Email author zhangyuzhuo@uibe.edu.cn
        Author affiliation:        1 School of Statistics, University of International Business and Economics, No. 10, Huixin Dongjie, Chaoyang District, Beijing; 100029, China
        Corresponding author:        Zhang, Yuzhuo (zhangyuzhuo@uibe.edu.cn)
        Source title:        ICIC Express Letters
        Abbreviated source title:        ICIC Express Lett.
        Volume:        10
        Issue:        9
        Issue date:        September 1, 2016
        Publication year:        2016
        Pages:        2149-2156
        Language:        English
        ISSN:        1881803X
        Document type:        Journal article (JA)
        Publisher:        ICIC Express Letters Office
        Abstract:        In this paper, we analyze some problems existing in rule premise reduction of multidimensional fuzzy inference, and propose a new premise reduction method based on hierarchical variable weights in factor space theory, which not only shows relative importance of antecedent components in fuzzy inference, but considers different preference requirements of decision makers. In addition, it is proved that the reduction of rule premises does not change the interpolation approximation of the fuzzy systems constructed by the improved CRI (Compositional Rule of Inference). An illustrative example shows that the proposed premise reduction method is practicable and effective. © 2016 ICIC International.
        Number of references:        23
        Main heading:        Fuzzy inference
        Controlled terms:        Decision making - Decision theory - Fuzzy systems - Hierarchical systems
        Uncontrolled terms:        Compositional rule of inferences - Decision makers - Factor space - Hierarchical variables - Reduction method
        Classification code:        721.1Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory - 912.2Management - 961Systems Science
        Database:        Compendex
                Compilation and indexing terms, © 2016 Elsevier Inc.
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