Computational Intelligence Systems and Applications

Neuro-Fuzzy and Fuzzy Neural Synergisms

  • Marian B. Gorzałczany
Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 86)

Table of contents

  1. Front Matter
    Pages i-x
  2. Marian B. Gorzałczany
    Pages 1-15
  3. Marian B. Gorzałczany
    Pages 17-51
  4. Marian B. Gorzałczany
    Pages 53-84
  5. Marian B. Gorzałczany
    Pages 85-101
  6. Marian B. Gorzałczany
    Pages 289-314
  7. Marian B. Gorzałczany
    Pages 315-330
  8. Back Matter
    Pages 331-364

About this book

Introduction

This book presents new concepts and implementations of Computational Intelligence (CI) systems (based on neuro-fuzzy and fuzzy neural synergisms) and a broad comparative analysis with the best-known existing neuro-fuzzy systems as well as with systems representing other knowledge-discovery techniques such as rough sets, decision trees, regression trees, probabilistic rule induction etc. This presentation is preceded by a discussion of the main directions of synthesizing fuzzy sets, artificial neural networks and genetic algorithms in the framework of designing CI systems. In order to keep the book self-contained, introductions to the basic concepts of fuzzy systems, artificial neural networks and genetic algorithms are given. This book is intended for researchers and practitioners in AI/CI fields and for students of computer science or neighbouring areas.

Keywords

Artificial Intelligence Computational Intelligence Fuzzy Intelligent Decision Support Knowledge Discover Neuro-Fuzzy Systems artificial neural network decision support system decision tree genetic algorithms inference engine intelligence knowledge modeling neural network

Authors and affiliations

  • Marian B. Gorzałczany
    • 1
  1. 1.Department of Electrical and Computer EngineeringKielce University of TechnologyKielcePoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-7908-1801-7
  • Copyright Information Physica-Verlag Heidelberg 2002
  • Publisher Name Physica, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-662-00334-3
  • Online ISBN 978-3-7908-1801-7
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808