Stochastic Local Search Foundations and Applications
| Author/creator | Hoos, Holger H. Author |
| Other author | Stützle, Thomas Author |
| Format | Electronic |
| Publication Info | Morgan Kaufmann [Imprint] San Diego : Elsevier Science & Technology Books |
| Description | 658 p. ill 09.250 x 07.500 in. |
| Supplemental Content | Full text available from eBook - Computer Science 1995 - 2006 |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Series | The Morgan Kaufmann Series in Artificial Intelligence Ser. |
| Summary | Annotation 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.<br /><br />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.<br /><br />*Provides the first unified view of the field.<br />*Offers an extensive review of state-of-the-art stochastic local search algorithms and their applications.<br />*Presents and applies an advanced empirical methodology for analyzing the behavior of SLS algorithms.<br />*A companion website offers lecture slides as well as source code and Java applets for exploring and demonstrating SLS algorithms. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2004019306 |
| ISBN | 9781558608726 |
| ISBN | 1558608729 (Trade Cloth) Active Record |
| Standard identifier# | 9781558608726 |
| Stock number | 00991439 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |