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Success in Evolutionary Computation

  • Ang Yang
  • Yin Shan
  • Lam Thu Bui

Part of the Studies in Computational Intelligence book series (SCI, volume 92)

Table of contents

  1. Front Matter
    Pages I-VIII
  2. Theory

  3. Applications

    1. Adam Ghandar, Zbigniew Michalewicz, Martin Schmidt, Thuy-Duong Tô, Ralf Zurbrugg
      Pages 95-119
    2. D. G. Mayer, W. A. H. Rossing, P. deVoil, J. C. J. Groot, M. J. McPhee, J. W. Oltjen
      Pages 141-163
    3. Esteban Tlelo-Cuautle, Miguel A. Duarte-Villaseáor
      Pages 165-187
    4. H. Müller, D. Biermann, P. Kersting, T. Michelitsch, C. Begau, C. Heuel et al.
      Pages 189-214
    5. Agusti Solanas
      Pages 215-237
    6. Volker Nissen, Stefan Gold
      Pages 263-283
    7. A. K. Palit, K. K. Duganapalli, K. Zielinski, D. Westphal, D. Popovic, W. Anheier et al.
      Pages 285-311

About this book

Introduction

Darwinian evolutionary theory is one of the most important theories in human history for it has equipped us with a valuable tool to understand the amazing world around us. There can be little surprise, therefore, that Evolutionary Computation (EC), inspired by natural evolution, has been so successful in providing high quality solutions in a large number of domains. EC includes a number of techniques, such as Genetic Algorithms, Genetic Programming, Evolution Strategy and Evolutionary Programming, which have been used in a diverse range of highly successful applications. This book brings together some of these EC applications in fields including electronics, telecommunications, health, bioinformatics, supply chain and other engineering domains, to give the audience, including both EC researchers and practitioners, a glimpse of this exciting rapidly evolving field.

Keywords

algorithm algorithms artificial neural network automation bioinformatics communication data mining electronics evolution evolutionary computation evolutionary strategies genetic algorithms neural networks optimization visualization

Editors and affiliations

  • Ang Yang
    • 1
  • Yin Shan
    • 2
  • Lam Thu Bui
    • 3
  1. 1.CSIRO Land and WaterAustralia
  2. 2.Medicare AustraliaAustralia
  3. 3.University of New South WalesAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-76286-7
  • Copyright Information Springer Berlin Heidelberg 2008
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-76285-0
  • Online ISBN 978-3-540-76286-7
  • Series Print ISSN 1860-949X
  • Buy this book on publisher's site
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