Fuzzy logic and neural networks : basic concepts & application /
About the Book: The primary purpose of this book is to provide the student with a comprehensive knowledge of basic concepts of fuzzy logic and neural networks. The hybridization of fuzzy logic and neural networks is also included. No previous knowledge of fuzzy logic and neural networks is required....
Clasificación: | Libro Electrónico |
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Autor principal: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
New Delhi :
New Age International Pvt. Ltd., Publishers,
2008.
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Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Introduction
- Fuzzy sets and fuzzy logic
- Fuzzy relations
- Fuzzy implications
- The theory of approximate reasoning
- Fuzzy rule-based systems
- Fuzzy reasoning schemes
- Fuzzy logic controllers
- Fuzzy logic applications
- Neural networks fundamentals
- Percepron and adaline
- Back-propagation
- Recurrent networks
- Self-organizing networks
- Reinforcement learning
- Neural networks applications
- Hybrid fuzzy neural networks
- Hybrid fuzzy neural networks applications.