Fuzzy sets and their applications
著者
書誌事項
Fuzzy sets and their applications
Hilger, c1989
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Fuzzy sets & their applications
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注記
Bibliography: p. 236-243
Includes index
内容説明・目次
内容説明
A systematic treatise of fuzzy set theory and of some of its applications, containing many of the author's original results together with those of other Czech scientists.
Intended for researchers, teachers and students of artificial intelligence, computational linguistics, system engineering, modelling and control of industrial processes, decision-making and management sciences, mathematics and logic, knowledge engineering and expert systems.
目次
Survey of the fundamental notions: Sets and basic operations. Relations and structures. First-order logic. Formal languages. Fuzzy set theory: Reasoning on the notion of a fuzzy set. The notion of a fuzzy set. Operations on fuzzy sets. Fuzzy structures. Fuzzy numbers. The model of natural language semantics and linguistic variables: The model of natural language semantics. Linguistic variables. The linguistic approximation. Fuzzy logic: Many-valued first-order fuzzy logic. Linguistic logic. Approximate reasoning. Decision and control: Decision. Control. Presentation of information. Fuzzy systems: Dynamic fuzzy systems. General fuzzy models, examples and methodology. Evaluation of system behaviour. Preference of system parameters. Fuzzy automata. Fuzzy alogorithms and programing languages: Fuzzy algorithms. Linguistically oriented programming languages. Other applications: Linear programming. Cluster analysis and pattern recognition. Situation analysis in power system working. Database systems. Psychology. Applications in other fields. General problems of fuzzy set theory: Determination of the membership function. Theoretical problems with the foundations of fuzzy set theory. Historical remarks. References. Index.
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