Learning and Intelligent Optimization: 4th International Conference, LION 4, Venice, Italy, January 2010. Selected Papers: 6073 (Lecture Notes in Computer Science, 6073) - Tapa blanda

 
9783642137990: Learning and Intelligent Optimization: 4th International Conference, LION 4, Venice, Italy, January 2010. Selected Papers: 6073 (Lecture Notes in Computer Science, 6073)

Sinopsis

LION 4, the 4th International Conference on Learning and Intelligent Op- mizatioN, was held during January 18-22 in Venice, Italy. This meeting, which continues the successful series of LION conferences, was aimed at exploring the intersectionsand uncharted territoriesbetween machine learning,arti?cial int- ligence, mathematical programming and algorithms for hard optimization pr- lems. The main purpose of the event was to bring together experts from these areas to discuss new ideas and methods, challenges and opportunities in various application areas, general trends and speci?c developments. Despite the economical crisis in 2009, which visibly a?ected the submission numbers of many conferences and workshops, we received an impressive n- ber of 87 submissions. As in previous years, we o?ered three di?erent paper categories for submission: (1) regular papers on original and unpublished work, (2)shortpapersonoriginalandunpublishedwork,and(3)worksfororalpres- tation only. Accepted papers from the ?rst two categories are published in the proceedings. Fromthe 87 submissions that wereceived,57 fell into the ?rstca- gory, 22 into the second one, and 8 into the last one. After a thorough reviewing process we accepted 19 regular papers (which amounts to an acceptance rate of 33%) and 11 short papers for publication in the proceedings. Additionally, nine regular paperswere accepted as shortpapers, and all eight submissions from the third category were accepted for presentation.

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Reseña del editor

LION 4, the 4th International Conference on Learning and Intelligent Op- mizatioN, was held during January 18-22 in Venice, Italy. This meeting, which continues the successful series of LION conferences, was aimed at exploring the intersectionsand uncharted territoriesbetween machine learning,arti?cial int- ligence, mathematical programming and algorithms for hard optimization pr- lems. The main purpose of the event was to bring together experts from these areas to discuss new ideas and methods, challenges and opportunities in various application areas, general trends and speci?c developments. Despite the economical crisis in 2009, which visibly a?ected the submission numbers of many conferences and workshops, we received an impressive n- ber of 87 submissions. As in previous years, we o?ered three di?erent paper categories for submission: (1) regular papers on original and unpublished work, (2)shortpapersonoriginalandunpublishedwork,and(3)worksfororalpres- tation only. Accepted papers from the ?rst two categories are published in the proceedings. Fromthe 87 submissions that wereceived,57 fell into the ?rstca- gory, 22 into the second one, and 8 into the last one. After a thorough reviewing process we accepted 19 regular papers (which amounts to an acceptance rate of 33%) and 11 short papers for publication in the proceedings. Additionally, nine regular paperswere accepted as shortpapers, and all eight submissions from the third category were accepted for presentation.

Reseña del editor

This book constitutes the thoroughly refereed proceedings of the 4th International Conference on Learning and Intelligent Optimization, LION 4, held in Venice, Italy, in January 2010. The 23 regular and 12 short papers were carefully reviewed and selected from 87 submissions. Topics covered include metaheuristics (tabu search, iterated local search, evolutionary algorithms, memetic algorithms, ant colony optmization, particle swarm optimization); hybridizations of metaheuristics with other techniques for optimization; supervised, unsupervised and reinforcement learning applied to heuristic search, reactive search optimization; self-adaptive algorithms; hyperheuristics; algorithms for dynamic, stochastic and multi-objective problems; interfaces between discrete and continuous optimization; experimental analysis and modeling of algorithms; parallelization of optimization algorithms; memory-based optimization; and, software engineering of learning and intelligent optimization methods.

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Otras ediciones populares con el mismo título

9783642138010: Learning and Intelligent Optimization: 4th International Conference, LION 4, Venice, Italy, January 2010. Selected Papers

Edición Destacada

ISBN 10:  3642138012 ISBN 13:  9783642138010
Editorial: Springer, 2011
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