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Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications

  • Okyay Kaynak
  • Lotfi A. Zadeh
  • Burhan Türkşen
  • Imre J. Rudas

Part of the NATO ASI Series book series (volume 162)

Table of contents

  1. Front Matter
    Pages I-IX
  2. Germano Resconi
    Pages 60-79
  3. Bernard De Baets*
    Pages 80-93
  4. Ronald R. Yager
    Pages 94-113
  5. Sukhamay Kundu
    Pages 114-127
  6. Imre J. Rudas, Okyay Kaynak
    Pages 128-156
  7. I. Burhan Türkşen
    Pages 157-176
  8. Vladimir Cherkassky
    Pages 177-197
  9. H.-J. Zimmermann
    Pages 198-229
  10. Rudolf Kruse, Detlef Nauck
    Pages 230-259
  11. Germano Resconi
    Pages 304-332
  12. James C. Bezdek, Sok Gek Lim, Thomas Gek Reichherzer
    Pages 352-380
  13. H.-J. Zimmermann
    Pages 381-402
  14. Christian Borgelt, Rudolf Kruse
    Pages 403-426
  15. Kaoru Hirota, Yoshinori Arai, Yukiko Nakagawa
    Pages 427-433
  16. Back Matter
    Pages 539-542

About these proceedings

Introduction

Soft computing is a consortium of computing methodologies that provide a foundation for the conception, design, and deployment of intelligent systems and aims to formalize the human ability to make rational decisions in an environment of uncertainty and imprecision. This book is based on a NATO Advanced Study Institute held in 1996 on soft computing and its applications. The distinguished contributors consider the principal constituents of soft computing, namely fuzzy logic, neurocomputing, genetic computing, and probabilistic reasoning, the relations between them, and their fusion in industrial applications. Two areas emphasized in the book are how to achieve a synergistic combination of the main constituents of soft computing and how the combination can be used to achieve a high Machine Intelligence Quotient.

Keywords

Cyc automation cognition computational intelligence computer vision data analysis decision support system evolution information modeling neural network pattern recognition probabilistic reasoning robot uncertainty

Editors and affiliations

  • Okyay Kaynak
    • 1
  • Lotfi A. Zadeh
    • 2
  • Burhan Türkşen
    • 3
  • Imre J. Rudas
    • 4
  1. 1.Faculty of EngineeringBogaziçi UniversityIstanbulTurkey
  2. 2.Computer Science DivisionUniversity of California at BerkeleyBerkeleyUSA
  3. 3.University of TorontoOntarioCanada
  4. 4.Bánki Donát PolytechnicBudapestHungary

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-58930-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 1998
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-642-63796-4
  • Online ISBN 978-3-642-58930-0
  • Buy this book on publisher's site