Theoretical Computer Science and General Issues

Learning and Intelligent Optimization

9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers

Editors: Dhaenens, Clarisse, Jourdan, Laetitia, Marmion, Marie-Eléonore (Eds.)

Free Preview

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-19084-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-319-19083-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on Learning and Optimization, LION 9, which was held in Lille, France, in January 2015.

The 31 contributions presented were carefully reviewed and selected for inclusion in this book. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to algorithm selection and configuration, learning, fitness landscape, applications, dynamic optimization, multi-objective, max-clique problems, bayesian optimization and global optimization, data mining and - in a special session - also on dynamic optimization.

Table of contents (31 chapters)

Table of contents (31 chapters)
  • From Sequential Algorithm Selection to Parallel Portfolio Selection

    Lindauer, M. (et al.)

    Pages 1-16

  • An Algorithm Selection Benchmark of the Container Pre-marshalling Problem

    Tierney, Kevin (et al.)

    Pages 17-22

  • ADVISER: A Web-Based Algorithm Portfolio Deviser

    Mısır, Mustafa (et al.)

    Pages 23-28

  • Identifying Best Hyperparameters for Deep Architectures Using Random Forests

    Li, Zhen-Zhen (et al.)

    Pages 29-42

  • Programming by Optimisation Meets Parameterised Algorithmics: A Case Study for Cluster Editing

    Hartung, Sepp (et al.)

    Pages 43-58

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-19084-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-319-19083-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Learning and Intelligent Optimization
Book Subtitle
9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers
Editors
  • Clarisse Dhaenens
  • Laetitia Jourdan
  • Marie-Eléonore Marmion
Series Title
Theoretical Computer Science and General Issues
Series Volume
8994
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-19084-6
DOI
10.1007/978-3-319-19084-6
Softcover ISBN
978-3-319-19083-9
Edition Number
1
Number of Pages
XI, 313
Number of Illustrations
92 b/w illustrations
Topics