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Stochastic Local Search: Foundations and Applications
Thomas Stützle
(Autor)
·
Holger H. Hoos
(Autor)
·
Morgan Kaufmann Publishers
· Tapa Dura
Stochastic Local Search: Foundations and Applications - Hoos, Holger H. ; Stützle, Thomas
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Reseña del libro "Stochastic Local Search: Foundations and Applications"
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.
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