Theoretical Computer Science and General Issues

Learning and Intelligent Optimization

10th International Conference, LION 10, Ischia, Italy, May 29 -- June 1, 2016, Revised Selected Papers

Editors: Festa, Paola, Sellmann, Meinolf, Vanschoren, Joaquin (Eds.)

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  • ISBN 978-3-319-50349-3
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  • ISBN 978-3-319-50348-6
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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Learning and Optimization, LION 10, which was held on Ischia, Italy, in May/June 2016.

The 14 full papers presented together with 9 short papers and 2 GENOPT papers were carefully reviewed and selected from 47 submissions. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to new ideas and methods; challenges and opportunities in various application areas; general trends, and specific developments.

Table of contents (25 chapters)

Table of contents (25 chapters)
  • Learning a Stopping Criterion for Local Search

    Pages 3-16

    Arbelaez, Alejandro (et al.)

  • Surrogate Assisted Feature Computation for Continuous Problems

    Pages 17-31

    Belkhir, Nacim (et al.)

  • MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework

    Pages 32-47

    Blot, Aymeric (et al.)

  • Evolving Instances for Maximizing Performance Differences of State-of-the-Art Inexact TSP Solvers

    Pages 48-59

    Bossek, Jakob (et al.)

  • Extreme Reactive Portfolio (XRP): Tuning an Algorithm Population for Global Optimization

    Pages 60-74

    Brunato, Mauro (et al.)

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-50349-3
  • 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 978-3-319-50348-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Learning and Intelligent Optimization
Book Subtitle
10th International Conference, LION 10, Ischia, Italy, May 29 -- June 1, 2016, Revised Selected Papers
Editors
  • Paola Festa
  • Meinolf Sellmann
  • Joaquin Vanschoren
Series Title
Theoretical Computer Science and General Issues
Series Volume
10079
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-50349-3
DOI
10.1007/978-3-319-50349-3
Softcover ISBN
978-3-319-50348-6
Edition Number
1
Number of Pages
XI, 309
Number of Illustrations
74 b/w illustrations
Topics