On the Monotonicity of Single Input Type Fuzzy Reasoning Methods(General Fundamentals and Boundaries)
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概要
- 論文の詳細を見る
Yubazaki et al. have proposed "single input rule modules connected type fuzzy reasoning method" (SIRMs method, for short) whose final output is obtained by summarizing the product of the importance degrees and the inference results from single input fuzzy rule module. Another type of single input type fuzzy reasoning method proposed by Hayashi et al. (we call it "Single Input Connected fuzzy reasoning method" (SIC method, for short) in this paper) uses rule modules to each input item as well as SIRMs method. We expect that inference results of SIRMs method and SIC method have monotonicity if the antecedent parts and consequent parts of fuzzy rules in SIRMs rule modules have monotonicity. However, this paper points out that even if fuzzy rules in SIRMs rule modules have monotonicity, the inference results do not necessarily have monotonicity. Moreover, it clarifies the conditions for the monotonicity of inference results by SIRMs method and SIC method.
- 社団法人電子情報通信学会の論文
- 2007-07-01
著者
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SEKI Hirosato
Graduate School of Information Science and Technology, Osaka University
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ISHII Hiroaki
Graduate School of Information Science and Technology, Osaka University
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MIZUMOTO Masaharu
Department of Engineering Informatics, Osaka Electro-Communication University
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Seki Hirosato
Osaka Univ. Suita‐shi Jpn
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Seki Hirosato
Graduate School Of Information Science And Technology Osaka University
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Mizumoto Masaharu
Department Of Engineering Informatics Osaka Electro-communication University
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Ishii Hiroaki
Graduate School Of Agricultural Science Kobe University
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Ishii Hiroaki
Graduate School Of Information Science And Technology Osaka University
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Ishii Hiroaki
Department Of Information And Physical Sciences Graduate School Of Information Science And Technolog
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Ishii Hiroaki
大阪大学
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Ishii Hiroaki
Graduate School Of Engineering Osaka University
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Ishii Hiroaki
Department Of Applied Physics Faculty Of Engineering Osaka University
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Ishii Hiroaki
Division Of Applied Mathematics And Information Engineering Osaka University
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