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e-book

Stochastic Local Search: Foundations & Applications (Cód: 2890841)

Hoos,Holger H.; Stützle,Thomas

Morgan Kaufmann Digital

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Stochastic Local Search: Foundations & Applications

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Descrição

Stochastic local search (SLS) algorithms are among the most prominent and successful techniques for solving computationally difficult problems in many areas of computer science and operations research, including propositional satisfiability, constraint satisfaction, routing, and scheduling. SLS algorithms have also become increasingly popular for solving challenging combinatorial problems in many application areas, such as e-commerce and bioinformatics.

Hoos and Stützle offer the first systematic and unified treatment of SLS algorithms. In this groundbreaking new book, they examine the general concepts and specific instances of SLS algorithms and carefully consider their development, analysis and application. The discussion focuses on the most successful SLS methods and explores their underlying principles, properties, and features. This book gives hands-on experience with some of the most widely used search techniques, and provides readers with the necessary understanding and skills to use this powerful tool.

*Provides the first unified view of the field.
*Offers an extensive review of state-of-the-art stochastic local search algorithms and their applications.
*Presents and applies an advanced empirical methodology for analyzing the behavior of SLS algorithms.
*A companion website offers lecture slides as well as source code and Java applets for exploring and demonstrating SLS algorithms.

Características

Peso 0.00 Kg
Produto sob encomenda Sim
Marca Morgan Kaufmann Digital
Número de Páginas 658 (aproximado)
Idioma 337
Acabamento e-book
Territorialidade Internacional
Formato Livro Digital Epub
Gratuito Não
Proteção Drm Sim
Tamanho do Arquivo 6874
Início da Venda 22/11/2012
Código do Formato Epub
Cód. Barras 9780080498249
Ano da edição 62005
Ano da Publicação 104
AutorHoos,Holger H.; Stützle,Thomas