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Theoretical Computer Science and General Issues

Artificial Evolution

12th International Conference, Evolution Artificielle, EA 2015, Lyon, France, October 26-28, 2015. Revised Selected Papers

Editors: Bonnevay, S., Legrand, P., Monmarché, N., Lutton, E., Schoenauer, M. (Eds.)

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  • ISBN 978-3-319-31471-6
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Softcover $72.00
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  • ISBN 978-3-319-31470-9
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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Artificial Evolution, EA 2015, held in Lyon, France, in October 2015.

The 18 revised papers were carefully reviewed and selected from 31 submissions. The focus of the conference is on following topics: Evolutionary Computation, Evolutionary Optimization, Co-evolution, Artificial Life, Population Dynamics, Theory, Algorithmics and Modeling, Implementations, Application of Evolutionary Paradigms to the Real World, Dynamic Optimization, Machine Learning and hybridization with other soft computing techniques.

Table of contents (18 chapters)

  • The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual Exploration

    Ochoa, Gabriela (et al.)

    Pages 1-13

  • Approaches for Many-Objective Optimization: Analysis and Comparison on MNK-Landscapes

    Aguirre, Hernán (et al.)

    Pages 14-28

  • Traffic Signal Optimization: Minimizing Travel Time and Fuel Consumption

    Armas, Rolando (et al.)

    Pages 29-43

  • How to Mislead an Evolutionary Algorithm Using Global Sensitivity Analysis

    Chabin, Thomas (et al.)

    Pages 44-57

  • Quasi-random Numbers Improve the CMA-ES on the BBOB Testbed

    Teytaud, Olivier

    Pages 58-70

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-319-31471-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-319-31470-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Evolution
Book Subtitle
12th International Conference, Evolution Artificielle, EA 2015, Lyon, France, October 26-28, 2015. Revised Selected Papers
Editors
  • Stéphane Bonnevay
  • Pierrick Legrand
  • Nicolas Monmarché
  • Evelyne Lutton
  • Marc Schoenauer
Series Title
Theoretical Computer Science and General Issues
Series Volume
9554
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-31471-6
DOI
10.1007/978-3-319-31471-6
Softcover ISBN
978-3-319-31470-9
Edition Number
1
Number of Pages
XII, 249
Number of Illustrations and Tables
93 b/w illustrations
Topics