Studies in Fuzziness and Soft Computing

Granular Computing

An Emerging Paradigm

Editors: Pedrycz, Witold (Ed.)

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About this book

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.

Table of contents (17 chapters)

  • Interval Arithmetic and Interval Analysis: An Introduction

    Rokne, Jon G.

    Pages 1-22

  • Interval and Ellipsoidal Uncertainty Models

    Bargiela, Andrzej

    Pages 23-57

  • Nonlinear Bounded-Error Parameter Estimation Using Interval Computation

    Jaulin, L. (et al.)

    Pages 58-71

  • Random-Sets: Theory and Applications

    Nuñez-Garcia, Javier (et al.)

    Pages 72-94

  • Rough Sets and Boolean Reasoning

    Skowron, Andrzej

    Pages 95-124

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-3-7908-1823-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $189.00
price for USA
  • ISBN 978-3-7908-1387-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-3-7908-2487-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Granular Computing
Book Subtitle
An Emerging Paradigm
Editors
  • Witold Pedrycz
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
70
Copyright
2001
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-7908-1823-9
DOI
10.1007/978-3-7908-1823-9
Hardcover ISBN
978-3-7908-1387-6
Softcover ISBN
978-3-7908-2487-2
Series ISSN
1434-9922
Edition Number
1
Number of Pages
VI, 398
Topics