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Springer Handbook of Computational Intelligence

  • Janusz Kacprzyk
  • Witold Pedrycz

Table of contents

  1. Front Matter
    Pages 1-55
  2. Janusz Kacprzyk, Witold Pedrycz
    Pages 1-4
  3. Foundations

    1. Front Matter
      Pages 5-5
    2. Siegfried Gottwald
      Pages 7-29
    3. Didier Dubois, Henry Prade
      Pages 31-60
    4. Radko Mesiar, Anna Kolesárová, Magda Komorníková
      Pages 61-74
    5. Erich P. Klement, Radko Mesiar
      Pages 75-88
    6. Humberto Bustince, Edurne Barrenechea, Javier Fernández, Miguel Pagola, Javier Montero
      Pages 89-112
    7. Irina Perfilieva
      Pages 113-130
    8. Jaroslav Ramík, Milan Vlach
      Pages 131-143
    9. Tomáš Kroupa, Milan Vlach
      Pages 145-156
  4. Fuzzy Logic

    1. Front Matter
      Pages 157-157
    2. János C. Fodor, Imre J. Rudas
      Pages 159-170
    3. Susana Montes, Ignacio Montes, Tania Iglesias
      Pages 171-181
    4. Michał Baczynski, Balasubramaniam Jayaram, Sebastia Massanet, Joan Torrens
      Pages 183-202
    5. Luis Magdalena
      Pages 203-218
    6. Jose M. Alonso, Ciro Castiello, Corrado Mencar
      Pages 219-237
    7. Sadaaki Miyamoto
      Pages 239-248
    8. Christian Moewes, Ralf Mikut, Rudolf Kruse
      Pages 269-283
    9. Tufan Kumbasar, Hani Hagras
      Pages 285-294
    10. Guy De Tré, Sławomir Zadrożny
      Pages 295-312
    11. Ismael Rodríguez Fdez, Manuel Mucientes, Alberto Bugarín Diz
      Pages 313-328
  5. Rough Sets

    1. Front Matter
      Pages 329-329
    2. Andrzej Skowron, Andrzej Jankowski, Roman W. Swiniarski
      Pages 331-348
    3. Roman Słowiński, Salvatore Greco, Benedetto Matarazzo
      Pages 349-370
    4. Jerzy W. Grzymala-Busse
      Pages 371-385
    5. Yiyu Yao, Salvatore Greco, Roman Słowiński
      Pages 387-411
    6. JingTao Yao, Davide Ciucci, Yan Zhang
      Pages 413-424
    7. Masahiro Inuiguchi, Wei-Zhi Wu, Chris Cornelis, Nele Verbiest
      Pages 425-451
  6. Neural Networks

    1. Front Matter
      Pages 453-453
    2. Peter Tino, Lubica Benuskova, Alessandro Sperduti
      Pages 455-471
    3. Ke Chen
      Pages 473-494
    4. James T. Kwok, Zhi-Hua Zhou, Lei Xu
      Pages 495-522
    5. Badong Chen, Weifeng Liu, José C. Principe
      Pages 523-543
    6. Davide Bacciu, Paulo J.G. Lisboa, Alessandro Sperduti, Thomas Villmann
      Pages 545-575
    7. Marco Signoretto, Johan A. K. Suykens
      Pages 577-605
    8. Robert Kozma, Jun Wang, Zhigang Zeng
      Pages 607-648
    9. Sebastien Hélie, Ron Sun
      Pages 683-696
    10. Angelo Cangelosi, Josh Bongard, Martin H. Fischer, Stefano Nolfi
      Pages 697-714
    11. Giacomo Indiveri
      Pages 715-725
    12. Damien Coyle, Ronen Sosnik
      Pages 727-769
    13. Piero P. Bonissone
      Pages 783-821
  7. Evolutionary Computation

    1. Front Matter
      Pages 823-824
    2. Jonathan E. Rowe
      Pages 825-844
    3. James McDermott, Una-May O’Reilly
      Pages 845-869
    4. Nikolaus Hansen, Dirk V. Arnold, Anne Auger
      Pages 871-898

About this book

Introduction

This is the first book covering the basics and the state of the art and important applications of the complete growing discipline of computational intelligence. This comprehensive handbook presents a unique synergy of various approaches and new qualities to be gained by using hybrid approaches, incl. inspirations from biology and living organisms and animate systems. The text is organized in 7 main parts foundations, fuzzy sets, rough sets, evolutionary computation, neural networks, swarm intelligence and hybrid computational intelligence systems.

Keywords

Computational Intelligence Evolutionary Computing Fuzzy Sets Hybrid Computational Intelligence Neural Networks Rough Sets Swarm Intelligence

Editors and affiliations

  • Janusz Kacprzyk
    • 1
  • Witold Pedrycz
    • 2
  1. 1.Systems Research Inst.Polish Academy of SciencesWarsawPoland
  2. 2.Dep. Electrical and Computer EngineeringUniversity of AlbertaEdmonton, AlbertaCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-43505-2
  • Copyright Information Springer Berlin Heidelberg 2015
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-662-43504-5
  • Online ISBN 978-3-662-43505-2
  • Buy this book on publisher's site