Flexible neuro-fuzzy systems : structures, learning, and performance evaluation /

Flexible Neuro-Fuzzy Systems is the first professional literature about the new class of powerful, flexible fuzzy systems. The author incorporates various flexibility parameters to the construction of neuro-fuzzy systems. This approach dramatically improves their performance, allowing the systems to...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Rutkowski, Leszek
Format: Electronic eBook
Language:Inglés
Published: Boston : Kluwer Academic Publishers, ©2004.
Series:Kluwer international series in engineering and computer science ; SECS 771.
Subjects:
Neural networks (Computer science)
Fuzzy systems.
Neural Networks, Computer
Réseaux neuronaux (Informatique)
Systèmes flous.
COMPUTERS > Neural Networks.
Fuzzy systems
Online Access:Texto completo
Table of Contents:
  • Foreword
  • 1. Introduction
  • 2. Elements Of The Theory Of Fuzzy Sets
  • 3. Fuzzy Inference Systems
  • 4. Flexibility In Fuzzy Systems
  • 5. Flexible Or-Type Neuro-Fuzzy Systems
  • 6. Flexible Compromise And-Type Neuro-Fuzzy Systems
  • 7. Flexible Mamdani-Type Neuro-Fuzzy Systems
  • 8. Flexible Logical-Type Neuro-Fuzzy Systems
  • 9. Performance Comparison Of Neuro-Fuzzy Systems
  • Appendix
  • Bibliography
  • Index.

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