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Soft Computing: Methodologies and Applications

  • Frank Hoffmann
  • Mario Köppen
  • Frank Klawonn
  • Rajkumar Roy

Part of the Advances in Soft Computing book series (AINSC, volume 32)

Table of contents

  1. Front Matter
    Pages I-XXI
  2. Keynote Papers

    1. Front Matter
      Pages 1-1
  3. Applications of Soft Computing in Traffic and Transportation Systems

  4. Evolutionary Algorithms I

    1. Front Matter
      Pages 71-71
    2. Janos Abonyi, Janos Madar, Lajos Nagy, Ferenc Szeifert
      Pages 73-84
    3. Manuel Lozano, Francisco Herrera, José Ramón Cano
      Pages 85-96
    4. Christian Veenhuis, Mario Köppen, Katrin Franke
      Pages 97-111
  5. Evolutionary Algorithms II

    1. Front Matter
      Pages 127-127
    2. Jerzy Rutkowski, Lukasz Zielinski, Bartlomiej Puchalski
      Pages 129-135
    3. I. De Falco, A. Della Cioppa, E. Tarantino
      Pages 137-149
  6. Fuzzy Systems and Neural Networks

    1. Front Matter
      Pages 177-177
    2. T.C. Callai, J.E.S. Santos, R.R. Sumar, A.A.R. Coelho
      Pages 193-204
    3. Leandro dos Santos Coelho, Roger Calixto
      Pages 205-217
    4. Miguel-Ángel Sicilia, Elena García-Barriocanal, Rafael Alcalde
      Pages 219-230
  7. Data Analysis

    1. Front Matter
      Pages 231-231
    2. Manolis Wallace, Phivos Mylonas, Stefanos Kollias
      Pages 247-258
    3. M. Lamarca, F. Zambetta, G. Catucci, F. Abbattista
      Pages 259-270
  8. Soft Computing for Modeling, Optimization and Information Processing

    1. Front Matter
      Pages 285-285
    2. Oscar Cordón, Enrique Herrera-Viedma, María Luque, Felix Moya, Carmen Zarco
      Pages 299-309
    3. M. Mucientes, D.L. Moreno, A. Bugarín, S. Barro
      Pages 311-321
    4. Victor Oduguwa, Ashutosh Tiwari, Rajkumar Roy
      Pages 323-333
  9. Back Matter
    Pages 335-338

About these proceedings

Introduction

This carefully edited book covers a wide range of application areas of soft computing like optimization, data analysis and data mining, fault diagnosis, control as well as traffic and transportation systems. It contains 25 revised contributions from the 8th Online World Conferences on Soft Computing (WSC8). The collected papers show how the major soft computing techniques, fuzzy systems, neural networks and evolutionary algorithms and especially hybrid systems combining methods from these fields, lead to successful industrial applications. The reader will find an interesting, inspiring and wide variety of soft computing techniques and applications in this book.

Keywords

artificial neural network data mining dynamical systems evolution evolutionary algorithm evolutionary computation genetic algorithm genetic programming information system modeling modelling multi-objective optimization optimization robot robotics

Editors and affiliations

  • Frank Hoffmann
    • 1
  • Mario Köppen
    • 2
    • 3
  • Frank Klawonn
    • 4
  • Rajkumar Roy
    • 5
  1. 1.Fakultät für Elektrotechnik und Informationstechnik, Lehrstuhl für Elektrische Steuerung und RegelungUniversität DortmundDortmundGermany
  2. 2.Fraunhofer IPKBerlin
  3. 3.Institut für Sicherheits-/PrüftechnikBerlinGermany
  4. 4.FH Braunschweig/WolfenbüttelWolfenbüttelGermany
  5. 5.Enterprise IntegrationCranfield UniversityCranfield, BedfordUK

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-32400-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2005
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-25726-4
  • Online ISBN 978-3-540-32400-3
  • Series Print ISSN 1615-3871
  • Buy this book on publisher's site