Learning and Intelligent Optimization : 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers / / edited by Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion
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| Titolo: |
Learning and Intelligent Optimization : 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers / / edited by Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion
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| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Edizione: | 1st ed. 2015. |
| Descrizione fisica: | 1 online resource (XI, 313 p. 92 illus.) |
| Disciplina: | 006.31 |
| Soggetto topico: | Algorithms |
| Computer science | |
| Artificial intelligence | |
| Numerical analysis | |
| Computer simulation | |
| Computer Science Logic and Foundations of Programming | |
| Artificial Intelligence | |
| Numerical Analysis | |
| Theory of Computation | |
| Computer Modelling | |
| Persona (resp. second.): | DhaenensClarisse |
| JourdanLaetitia | |
| MarmionMarie-Eléonore | |
| Note generali: | Bibliographic Level Mode of Issuance: Monograph |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Learning and Intelligent Optimization |
| ISBN: | 3-319-19084-9 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910484196303321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Theoretical Computer Science and General Issues, . 2512-2029 ; ; 8994