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Springer Handbook of Computational Intelligence

  • Book
  • © 2015

Overview

Editors:
  1. Janusz Kacprzyk

    1. Systems Research Inst., Polish Academy of Sciences, Warsaw, Poland

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    You can also search for this editor in PubMed   Google Scholar

  2. Witold Pedrycz

    1. Dep. Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Comprehensive, up to date handbook, covering one of the hottest topics in research and application-oriented science and engineering
  • Includes a synergy of various approaches and new qualities to be gained by using hybrid approaches
  • A timely and up-to-date reference, edited by internationally renowned experts
  • Includes supplementary material: sn.pub/extras

Part of the book series: Springer Handbooks (SHB)

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Table of contents (81 chapters)

  1. Front Matter

    Pages 1-55
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  2. Introduction

    • Janusz Kacprzyk, Witold Pedrycz
    Pages 1-4

  3. Foundations

    1. Front Matter

      Pages 5-5
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    2. Many-Valued and Fuzzy Logics

      • Siegfried Gottwald
      Pages 7-29

    3. Possibility Theory and Its Applications: Where Do We Stand?

      • Didier Dubois, Henry Prade
      Pages 31-60

    4. Aggregation Functions on [0,1]

      • Radko Mesiar, Anna Kolesárová, Magda Komorníková
      Pages 61-74

    5. Monotone Measures-Based Integrals

      • Erich P. Klement, Radko Mesiar
      Pages 75-88

    6. The Origin of Fuzzy Extensions

      • Humberto Bustince, Edurne Barrenechea, Javier Fernández, Miguel Pagola, Javier Montero
      Pages 89-112

    7. F-Transform

      • Irina Perfilieva
      Pages 113-130

    8. Fuzzy Linear Programming and Duality

      • Jaroslav Ramík, Milan Vlach
      Pages 131-143

    9. Basic Solutions of Fuzzy Coalitional Games

      • Tomáš Kroupa, Milan Vlach
      Pages 145-156

  4. Fuzzy Logic

    1. Front Matter

      Pages 157-157
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    2. Basics of Fuzzy Sets

      • János C. Fodor, Imre J. Rudas
      Pages 159-170

    3. Fuzzy Relations: Past, Present, and Future

      • Susana Montes, Ignacio Montes, Tania Iglesias
      Pages 171-181

    4. Fuzzy Implications: Past, Present, and Future

      • Michał Baczynski, Balasubramaniam Jayaram, Sebastia Massanet, Joan Torrens
      Pages 183-202

    5. Fuzzy Rule-Based Systems

      • Luis Magdalena
      Pages 203-218

    6. Interpretability of Fuzzy Systems: Current Research Trends and Prospects

      • Jose M. Alonso, Ciro Castiello, Corrado Mencar
      Pages 219-237

    7. Fuzzy Clustering – Basic Ideas and Overview

      • Sadaaki Miyamoto
      Pages 239-248

    8. An Algebraic Model of Reasoning to Support Zadeh’s CWW

      • Enric Trillas
      Pages 249-267

    9. Fuzzy Control

      • Christian Moewes, Ralf Mikut, Rudolf Kruse
      Pages 269-283
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Keywords

About this book

The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence. This comprehensive handbook makes readers familiar with a broad spectrum of approaches to solve various problems in science and technology. Possible approaches include, for example, those being inspired by biology, living organisms and animate systems. Content is organized in seven parts:  foundations; fuzzy logic; rough sets; evolutionary computation; neural networks; swarm intelligence and hybrid computational intelligence systems. Each Part is supervised by its own Part Editor(s) so that high-quality content as well as completeness are assured.

Reviews

“This is not just a hand book but an encyclopedia/reference tool for computer scientists, engineers (bio, neuro, electric), and physicists dealing with complex mathematical problems. It describes the basic principles, theories, and historical development of Logic, computational sciences, EE, and neurophysiological background for modeling.” (Joseph J. Grenier, Amazon.com, April, 2016)

Editors and Affiliations

  • Systems Research Inst., Polish Academy of Sciences, Warsaw, Poland

    Janusz Kacprzyk

  • Dep. Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada

    Witold Pedrycz

About the editors

Janusz Kacprzyk is editor in chief of the Springer series Studies in “Computational Intelligence”, “Studies in Fuzziness and Soft computing”, “Advances in Intelligent and Soft Computing” and “Intelligent Systems Reference Library”. He is the recent past president of the International Fuzzy Systems Association (IFSA) and recipient of the pioneer award of the IEEE Computational Intelligence Society.

Witold Pedrycz is the Editor-in-Chief of IEEE Transactions on Systems Man and Cybernetics-part A, Editor-in-Chief of the journal “Information Sciences” (Wiley) and Associate Editor of the IEEE Transactions on Fuzzy Systems. Witold Pedrycz is a recipient of the prestigious Norbert Wiener award from the IEEE Society of Systems, Man and Cybernetics.

Bibliographic Information

  • Book Title: Springer Handbook of Computational Intelligence

  • Editors: Janusz Kacprzyk, Witold Pedrycz

  • Series Title: Springer Handbooks

  • DOI: https://doi.org/10.1007/978-3-662-43505-2

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Berlin Heidelberg 2015

  • Hardcover ISBN: 978-3-662-43504-5Published: 18 May 2015

  • eBook ISBN: 978-3-662-43505-2Published: 28 May 2015

  • Series ISSN: 2522-8692

  • Series E-ISSN: 2522-8706

  • Edition Number: 1

  • Number of Pages: LV, 1634

  • Number of Illustrations: 469 b/w illustrations, 65 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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