Soft computing and its applications / R. A. Aliev, R. R. Aliev



Digitised Book 216.73.216.10 (0)

2001

Soft computing and its applications / R. A. Aliev, R. R. Aliev

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Information About

This book provides a systematic account of the major concepts and methodologies of soft computing. Included is useful information about neurofuzzy, neuro-genetic, fuzzy-genetic and neuro-fuzzy-genetic systems, with many illuminating applications and examples.

Subjects

Soft computing Neural networks (Computer science) Fuzzy systems

Categories

ICT (InfoCommunication Technology)

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Additional Details

Title
Soft computing and its applications / R. A. Aliev, R. R. Aliev
Creators
  • Aliev, R. A. (Rafik Aziz ogly)
Subject
  • Soft computing
  • Neural networks (Computer science)
  • Fuzzy systems
Publisher
  • World Scientific, 2001
  • National Library Board Singapore, 2001
Contributors
  • Aliev, R. R.
Digital Description
application/pdf, ill.
Table of Contents
  • Foreword -- Preface -- 1. Aims of soft computing -- 2. Foundations of fuzzy sets theory -- 3. Fuzzy logic -- 4. Applications of fuzzy sets -- 5. Artificial neural networks -- 6. Probabilistic reasoning -- 7. Genetic algorithms -- 8. Elements of chaos theory -- 9. Neuro-fuzzy technology -- 10. Combination of genetic algorithms with neural networks -- 11. Combination of genetic algorithms and fuzzy logic -- 12. Neuro-fuzzy-genetic approach -- 13. Other combinations of the constituents of soft computing -- 14. Soft computing based distributed intelligent systems -- Appendix.
Copyright
  • All Rights Reserved. National Library Board Singapore 2009.