Title Learning and intelligent optimization : 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised selected papers / Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion (eds.)

Published Cham : Springer, 2015

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Description 1 online resource (xi, 313 pages) : illustrations Series Lecture notes in computer science, 0302-9743 ; 8994 LNCS sublibrary. SL 1, Theoretical computer science and general issues Lecture notes in computer science ; 8994. 0302-9743 LNCS sublibrary. SL 1, Theoretical computer science and general issues. Contents 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 Summary 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. A large variety of topics are covered, such as 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; and real-world applications Notes Includes author index Online resource; title from PDF title page (SpringerLink, viewed June 25, 2015) Subject Machine learning -- Congresses Computer programming -- software development. Artificial intelligence. Mathematical theory of computation. User interface design & usability. Computer modelling & simulation. Algorithms & data structures. Computers -- Programming -- General. Computers -- Intelligence (AI) & Semantics. Computers -- Programming -- Algorithms. Computers -- Machine Theory. Computers -- Computer Simulation. Machine learning Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Dhaenens, Clarisse, editor. Jourdan, Laetitia, 1976- editor. Marmion, Marie-Eléonore, editor ISBN 9783319190846 3319190849 3319190830 9783319190839

Other Titles LION 9

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