Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8994)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): LION: International Conference on Learning and Intelligent Optimization
Conference proceedings info: LION 2015.
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Table of contents (31 papers)
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Front Matter
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.
Keywords
- Algorithm construction
- Answer set programming
- Bio-inspired approaches
- Bio-inspired optimization
- Classification
- Constraint solving
- Construction heuristics
- Data mining
- Decision tree
- Design
- Discrete optimization
- Experimentation
- Gaussian processes
- Machine learning approaches
- Metaheuristics
- Multi-criterion optimization and decision-making
- Optimization with randomized search heuristics
- Performance
- Real-world application
- Validation
Editors and Affiliations
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Lille University, Villeneuve d'Ascq, France
Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion
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: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-19084-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-19083-9Published: 09 June 2015
eBook ISBN: 978-3-319-19084-6Published: 18 June 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 313
Number of Illustrations: 92 b/w illustrations
Topics: Algorithm Analysis and Problem Complexity, Logics and Meanings of Programs, Artificial Intelligence, Numeric Computing, Computation by Abstract Devices, Simulation and Modeling