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Theoretical Computer Science and General Issues

Learning and Intelligent Optimization

Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007. Selected Papers

Editors: Maniezzo, Vittorio, Battiti, Roberto, Watson, Jean-Paul (Eds.)

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  • ISBN 978-3-540-92695-5
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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Learning and Intelligent Optimization, LION 2007 II, held in Trento, Italy, in December 2007.

The 18 revised full papers were carefully reviewed and selected from 48 submissions for inclusion in the book. The papers cover current issues of machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems and are organized in topical sections on improving optimization through learning, variable neighborhood search, insect colony optimization, applications, new paradigms, cliques, stochastic optimization, combinatorial optimization, fitness and landscapes, and particle swarm optimization.

Table of contents (18 chapters)

  • Nested Partitioning for the Minimum Energy Broadcast Problem

    Al-Shihabi, Sameh (et al.)

    Pages 1-11

  • An Adaptive Memory-Based Approach Based on Partial Enumeration

    Bartolini, Enrico (et al.)

    Pages 12-24

  • Learning While Optimizing an Unknown Fitness Surface

    Battiti, Roberto (et al.)

    Pages 25-40

  • On Effectively Finding Maximal Quasi-cliques in Graphs

    Brunato, Mauro (et al.)

    Pages 41-55

  • Improving the Exploration Strategy in Bandit Algorithms

    Caelen, Olivier (et al.)

    Pages 56-68

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-540-92695-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-540-92694-8
  • 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
Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007. Selected Papers
Editors
  • Vittorio Maniezzo
  • Roberto Battiti
  • Jean-Paul Watson
Series Title
Theoretical Computer Science and General Issues
Series Volume
5313
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-92695-5
DOI
10.1007/978-3-540-92695-5
Softcover ISBN
978-3-540-92694-8
Edition Number
1
Number of Pages
XII, 243
Topics