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Stuart Jonathan Russell, Peter Norvig
Artificial intelligence: A Modern Approach, 3e,is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. It is also a valuable resource for computer professionals, linguists, and cognitive scientists interested in artificial intelligence. The revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.
Take an in-depth look at the internals of the SQL Server Storage Engine--with advice from a popular author and SQL Server expert. Database developers and administrators get best practices, pragmatic advice, and code samples to help master the intricacies of creating and maintaining enterprise relational databases. Discover how to: Upgrade or migrate to SQL Server 2005 and choose configuration options Control space allocation for databases and files manually or automatically Manage transaction logs to maximize efficient restore operations and data consistency Observe the internal structures of clustered and nonclustered indexes Build and partition relational indexes and tables Explore internal storage issues and compare fixed- and variable-length datatypes Detect and correct index fragmentation Implement and manage an appropriate concurrency model using locking or row versioning PLUS--Get code samples on the Web.
Yves Pochet, Laurence A. Wolsey
This textbook provides a comprehensive modeling, reformulation and optimization approach for solving production planning and supply chain planning problems, covering topics from a basic introduction to planning systems, mixed integer programming (MIP) models and algorithms through the advanced description of mathematical results in polyhedral combinatorics required to solve these problems. Based on twenty years worth of research in which the authors have played a significant role, the book addresses real life industrial production planning problems (involving complex production structures with multiple production stages) using MIP modeling and reformulation approach. The book provides an introduction to MIP modeling and to planning systems, a unique collection of reformulation results, and an easy to use problem-solving library. This approach is demonstrated through a series of real life case studies, exercises and detailed illustrations. Review by Jakub Marecek (Computer Journal) The emphasis put on mixed integer rounding and mixing sets, heuristics in-built in general purpose integer programming solvers, as well as on decompositions and heuristics using integer programming should be praised... There is no doubt that this volume offers the present best introduction to integer programming formulations of lotsizing problems, encountered in production planning. (2007)