A course in fuzzy systems and control

• 作者： Wang, Li-Xin, 1962-
• 出版： Upper Saddle River, NJ : Prentice Hall PTR
• 主題： Neural networks (Computer science) , Fuzzy systems. , Fuzzy logic. , Controleleer. , Logique floue. , Commande automatique. , Commande, Theorie de la. , Fuzzy systems , Neural networks (Computer science)
• ISBN： 9780135408827 (pbk.): US$88 、 0135408822 (hbk.)
• 資料類型: 圖書
• 內容註: Includes bibliographical references (pages 405-418) and index. Introduction -- Fuzzy sets and basic operations on fuzzy sets -- Further operations on fuzzy sets -- Fuzzy relations and the extension principle -- Liguistic variables and fuzzy IF-THEN rules -- Fuzzy logic and approximate reasoning -- Fuzzy rule base and fuzzy inference engine -- Fuzzifiers and defuzzifiers -- Fuzzy systems as nonlinear mappings -- Approximation properties of fuzzy system I -- Approximation properties of fuzzy systems II -- Design of fuzzy systems using a table look-up scheme -- Design of fuzzy systems using gradient descent training -- Design of fuzzy systems using recursive least squares -- Design of fuzzy systems using clustering -- The trial-and-error approach to fuzzy controller design -- Fuzzy control of linear systems I : stable controllers -- Fuzzy control of linear systems II : optimal and robust controllers -- Fuzzy control of nonlinear systems I : sliding control -- Fuzzy control of nonlinear systems II : supervisory control -- Fuzzy control of fuzzy system models -- Qualitative analysis of fuzzy control and hierarchical fuzzy systems -- Basic adaptive fuzzy controllers I -- Advanced adaptive fuzzy controllers I -- Advanced adaptive fuzzy controllers II -- The fuzzy C-means algorithm -- Fuzzy relation equations -- Fuzzy arithmetic -- Fuzzy linear programming -- Possibility theory.
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