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Morgan Kaufmann Constraint Processing (The Morgan Kaufmann Series in Artificial Intelligence)

Name: Constraint Processing (The Morgan Kaufmann Series in Artificial Intelligence)
Brand: Morgan Kaufmann
Price: 52.3 GBP
Availability: InStock

AI & Machine Learning

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Description

Constraint satisfaction is a simple but powerful tool. Constraints identify the impossible and reduce the realm of possibilities to effectively focus on the possible, allowing for a natural declarative formulation of what must be satisfied, without expressing how. The field of constraint reasoning has matured over the last three decades with contributions from a diverse community of researchers in artificial intelligence, databases and programming languages, operations research, management science, and applied mathematics. Today, constraint problems are used to model cognitive tasks in vision, language comprehension, default reasoning, diagnosis, scheduling, temporal and spatial reasoning. In Constraint Processing, Rina Dechter, synthesizes these contributions, along with her own significant work, to provide the first comprehensive examination of the theory that underlies constraint processing algorithms. Throughout, she focuses on fundamental tools and principles, emphasizing the representation and analysis of algorithms. Examines the basic practical aspects of each topic and then tackles more advanced issues, including current research challenges Builds the reader's understanding with definitions, examples, theory, algorithms and complexity analysis Synthesizes three decades of researchers work on constraint processing in AI, databases and programming languages, operations research, management science, and applied mathematics

Product Specifications

Brand: Morgan Kaufmann
Format: hardcover
ASIN: 1558608907
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 26 May 2003
Listed Since: 15 December 2006

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Morgan Kaufmann Constraint Processing (The Morgan Kaufmann Series in Artificial Intelligence)

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