Learning and Intelligent Optimization : Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007. Selected Papers

Lingua: inglese

Editore: Springer, 2008

3540926941 / 9783540926948

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Druck auf Anfrage Neuware - Printed after ordering - This volume collects the accepted papers presented at the Learning and Intelligent OptimizatioN conference (LION 2007 II) held December 8-12, 2007, in Trento, Italy. The motivation for the meeting is related to the current explosion in the number and variety of heuristic algorithms for hard optimization problems, which raises - merous interesting and challenging issues. Practitioners are confronted with the b- den of selecting the most appropriate method, in many cases through an expensive algorithm configuration and parameter-tuning process, and subject to a steep learning curve. Scientists seek theoretical insights and demand a sound experimental meth- ology for evaluating algorithms and assessing strengths and weaknesses. A necessary prerequisite for this effort is a clear separation between the algorithm and the expe- menter, who, in too many cases, is 'in the loop' as a crucial intelligent learning c- ponent. Both issues are related to designing and engineering ways of 'learning' about the performance of different techniques, and ways of using memory about algorithm behavior in the past to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained from different runs or during a single run can - prove the algorithm development and design process and simplify the applications of high-performance optimization methods. Combinations of algorithms can further improve the robustness and performance of the individual components provided that sufficient knowledge of the relationship between problem instance characteristics and algorithm performance is obtained.…

Codice articolo 9783540926948

Titolo
Learning and Intelligent Optimization : Second International Conference, LION 2007 II, Trento, Italy, December 8-12, 2007. Selected Papers
Autore
Jean-Paul Watson
Editore
Springer
Anno di pubblicazione
2008
Condizione
Neu
Rilegatura
Taschenbuch
Lingua
inglese
ISBN 10
3540926941
ISBN 13
9783540926948
Peso dell'articolo
394 grammi
Dimensioni
235x155x15 mm

AHA-BUCH GmbH

Einbeck, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 7 a 10 giorni lavorativiDa 5 a 7 giorni lavorativi
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