Learning and Intelligent Optimization
9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers
(Sprache: Englisch)
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...
The 31 contributions presented were carefully...
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Klappentext zu „Learning and Intelligent Optimization “
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.
Inhaltsverzeichnis zu „Learning and Intelligent Optimization “
Benchmark problems and performance measures.- Tracking moving optima.- Dynamic multiobjective optimization.- Adaptation, learning, and anticipation.- Handling noisy fitness functions.- Using fitness approximations.- Searching for robust optimal solutions.- Comparative studies.- Hybrid approaches.- Theoretical analysis.- Real-world applications.
Bibliographische Angaben
- 2015, 2015, XI, 313 Seiten, Masse: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Laetitia Jourdan, Clarisse Dhaenens, Marie-Eléonore Marmion
- Verlag: Springer, Berlin
- ISBN-10: 3319190830
- ISBN-13: 9783319190839
- Erscheinungsdatum: 09.06.2015
Sprache:
Englisch
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