Learning and Intelligent Optimization: Designing, Implementing and Analyzing Effective Heuristics

Name: Learning and Intelligent Optimization: Designing, Implementing and Analyzing Effective Heuristics
Brand: Springer, Berlin
SKU: 9783642111686
Price: 277.75 RON
Availability: InStock

Third International Conference, LION 2009 III, Trento, Italy, January 14-18, 2009. Selected Papers

Autor: Thomas Stützle

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Editura: Springer, Berlin

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This book constitutes the thoroughly refereed post-conference proceedings of the Third International...

Informații despre carte

Autor

Thomas Stützle

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

273

EAN

9783642111686

ISBN

3642111688

Enbook ID

01655303

Editura

Springer, Berlin

Greutate

444

Dimensiuni

155 x 235 x 15

Descriere completă

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Learning and Intelligent Optimization, LION 2009 III, held in Trento, Italy, in January 2009.§The 15 revised full papers, one extended abstract and two poster sessions were carefully reviewed and selected from 86 submissions for inclusion in the book. The papers cover current issues of stochastic local search methods and meta-heuristics, hybridizations of constraint and mathematical programming with meta-heuristics, supervised, unsupervised and reinforcement learning applied to heuristic search, reactive search (online self-tuning methods), algorithm portfolios and off-line tuning methods, algorithms for dynamic, stochastic and multi-objective problems, interface(s) between discrete and continuous optimization, experimental analysis and modeling of algorithms, theoretical foundations, parallelization of optimization algorithms, memory-based optimization, prohibition-based methods (tabu search), memetic algorithms, evolutionary algorithms, dynamic local search, iterated local search, variable neighborhood search and swarm intelligence methods (ant colony optimization, particle swarm optimization etc.).

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Learning and Intelligent Optimization: Designing, Implementing and Analyzing Effective Heuristics

Third International Conference, LION 2009 III, Trento, Italy, January 14-18, 2009. Selected Papers

Informații despre carte

Descriere completă

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