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OverviewThis 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. Full Product DetailsAuthor: Clarisse Dhaenens , Laetitia Jourdan , Marie-Eléonore MarmionPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: 2015 ed. Volume: 8994 Dimensions: Width: 15.50cm , Height: 1.80cm , Length: 23.50cm Weight: 4.978kg ISBN: 9783319190839ISBN 10: 3319190830 Pages: 313 Publication Date: 09 June 2015 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of ContentsBenchmark 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.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
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