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Advances in Computational Intelligence

Theory and Practice

  • Hans-Paul Schwefel
  • Ingo Wegener
  • Klaus Weinert

Part of the Natural Computing Series book series (NCS)

Table of contents

  1. Front Matter
    Pages I-IX
  2. Introduction

    1. Ulrich Hammel, Boris Naujoks, Hans-Paul Schwefel
      Pages 1-11
  3. Fuzzy Logic

    1. Front Matter
      Pages 13-13
    2. Stephan Lehmke, Bernd Reusch, Karl-Heinz Temme, Helmut Thiele
      Pages 15-45
    3. Harro Kiendl, Peter Krause, Daniel Schauten, Timo Slawinski
      Pages 46-77
    4. Harro Kiendl, Peter Krause, Daniel Schauten, Timo Slawinski
      Pages 78-103
  4. Evolutionary Algorithms

    1. Front Matter
      Pages 105-105
    2. Stefan Droste, Thomas Jansen, Günter Rudolph, Hans-Paul Schwefel, Karsten Tinnefeld, Ingo Wegener
      Pages 107-144
    3. Thomas Beielstein, Jörn Mehnen, Lutz Schönemann, Hans-Paul Schwefel, Tobias Surmann, Klaus Weinert et al.
      Pages 145-193
    4. Wolfgang Banzhaf, Markus Brameier, Marc Stautner, Klaus Weinert
      Pages 194-241
  5. Machine Learning and Optimization

    1. Front Matter
      Pages 243-243
    2. Guido Daniel, Jan Dienstuhl, Sebastian Engell, Sven Felske, Karl Goser, Ralf Klinkenberg et al.
      Pages 245-318
  6. Back Matter
    Pages 319-325

About this book

Introduction

The 30 coherently written chapters by leading researchers presented in this anthology are devoted to basic results achieved in computational intelligence since 1997. The book provides complete coverage of the core issues in the field, especially in fuzzy logic and control as well as for evolutionary optimization algorithms including genetic programming, in a comprehensive and systematic way. Theoretical and methodological investigations are complemented by prototypic applications for design and management tasks in electrical engineering, mechanical engineering, and chemical engineering.
This book will become a valuable source of reference for researchers active in computational intelligence. Advanced students and professionals interested in learning about and applying advanced techniques of computational intelligence will appreciate the book as a useful guide enhanced by numerous examples and applications in a variety of fields.

Keywords

algorithms computational intelligence evolution fuzzy fuzzy logic genetic programming intelligence learning logic optimization

Editors and affiliations

  • Hans-Paul Schwefel
    • 1
  • Ingo Wegener
    • 2
  • Klaus Weinert
    • 3
  1. 1.Fachbereich Informatik Lehrstuhl Informatik XIUniversität DortmundDortmundGermany
  2. 2.Lehrstuhl Informatik IIUniversität DortmundDortmundGermany
  3. 3.Fakultät Maschinenbau Institut für Spannende FertigungUniversität DortmundDortmundGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-05609-7
  • Copyright Information Springer-Verlag Berlin Heidelberg 2003
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-642-07758-6
  • Online ISBN 978-3-662-05609-7
  • Series Print ISSN 1619-7127
  • Buy this book on publisher's site
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