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A course in fuzzy systems and control /
Autor principal: | |
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Formato: | Libro |
Lenguaje: | English |
Publicado: |
Upper Saddle River, NJ :
Prentice Hall PTR,
c1997.
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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.