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Více informací o knize Learning and Intelligent Optimization: Designing, Implementing and Analyzing Effective Heuristics

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Anotace knihy

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.).

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Learning and Intelligent Optimization: Designing, Implementing and Analyzing Effective Heuristics
• Podnázev: Third International Conference, LION 2009 III, Trento, Italy, January 14-18, 2009. Selected Papers
• Autor: Thomas Stützle
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 273
• EAN: 9783642111686
• ISBN: 3642111688
• ID: 01655303
• Nakladatelství: Springer, Berlin
• Hmotnost: 444 g
• Rozměry: 235 × 155 × 15 mm
• Datum vydání: 12. November 2009

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