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Granular Computing

An Emerging Paradigm

  • Witold Pedrycz

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 70)

Table of contents

  1. Front Matter
    Pages i-vi
  2. Andrzej Bargiela
    Pages 23-57
  3. Javier Nuñez-Garcia, Olaf Wolkenhauer
    Pages 72-94
  4. Andrzej Skowron
    Pages 95-124
  5. Shounak Roychowdhury
    Pages 143-162
  6. Christophe Marsala
    Pages 163-186
  7. A. Bailón, A. Blanco, M. Delgado, W. Fajardo
    Pages 187-214
  8. Scott Dick, Abraham Kandel
    Pages 275-305
  9. Matthew Easley, Elizabeth Bradley
    Pages 324-340
  10. Qilian Liang, Jerry M. Mendel
    Pages 367-383

About this book

Introduction

Granular Computing is concerned with constructing and processing carried out at the level of information granules. Using information granules, we comprehend the world and interact with it, no matter which intelligent endeavor this may involve. The landscape of granular computing is immensely rich and involves set theory (interval mathematics), fuzzy sets, rough sets, random sets linked together in a highly synergetic environment. This volume is a first comprehensive treatment of this emerging paradigm and embraces its fundamentals, underlying methodological framework, and a sound algorithmic environment. The panoply of applications covered includes system identification, telecommunications, linguistics and music processing. Written by experts in the field, this volume will appeal to all developing intelligent systems, either working at the methodological level or interested in detailed system realization.

Keywords

cognition communication control fuzzy fuzzy logic fuzzy sets information intelligent systems linguistics mathematics modeling natural language neural networks telecommunications uncertainty

Editors and affiliations

  • Witold Pedrycz
    • 1
    • 2
  1. 1.Department of Electrical and Computer EngineeringUniversity of AlbertaEdmontonCanada
  2. 2.Systems Research InstitutePolish Academy of SciencesWarsawPoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-7908-1823-9
  • Copyright Information Physica-Verlag Heidelberg 2001
  • Publisher Name Physica, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-7908-2487-2
  • Online ISBN 978-3-7908-1823-9
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808
  • Buy this book on publisher's site