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

About this book


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.


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
  • About this book
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