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A course in fuzzy systems and control /

Detalles Bibliográficos
Autor principal: Wang, Li-Xin, 1962-
Formato: Libro
Lenguaje:English
Publicado: Upper Saddle River, NJ : Prentice Hall PTR, c1997.
Materias:
Tabla de Contenidos:
  • 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.