Read Stochastic Local Search : Foundations and Applications

Stochastic Local Search : Foundations and Applications

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Description: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 Stutzle 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.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Stochastic Local Search : Foundations and Applications. To get started finding Stochastic Local Search : Foundations and Applications, you are right to find our website which has a comprehensive collection of manuals listed.
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ISBN: 1558608729

Description: 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 Stutzle 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.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Stochastic Local Search : Foundations and Applications. To get started finding Stochastic Local Search : Foundations and Applications, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Stochastic Local Search : Foundations and Applications

Stochastic Local Search : Foundations and Applications

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