Clarisse Dhaenens,
Laetitia Jourdan,
Marie-Eléonore Marmion
Springer International Publishing
e druk, 2015
9783319190839
Learning and Intelligent Optimization
9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers
Specificaties
Paperback, blz.
|
Engels
Springer International Publishing |
e druk, 2015
ISBN13: 9783319190839
Rubricering
Onderdeel van serie
Lecture Notes in Computer Science
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783319190839
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
Hoofdrubriek:Grafisch, Computer en informatica
Inhoudsopgave
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.