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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- About this book
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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)
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Nested Partitioning for the Minimum Energy Broadcast Problem
Pages 1-11
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An Adaptive Memory-Based Approach Based on Partial Enumeration
Pages 12-24
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Learning While Optimizing an Unknown Fitness Surface
Pages 25-40
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On Effectively Finding Maximal Quasi-cliques in Graphs
Pages 41-55
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Improving the Exploration Strategy in Bandit Algorithms
Pages 56-68
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Table of contents (18 chapters)
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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