Foundations of Constraint Satisfaction

Foundations of Constraint Satisfaction

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Description

This textbook examines the constraint satisfaction problem (CSP), which is a general problem in AI applications. It aims to provide a comprehensive introduction to the CSP, covering theoretical, practical and implementation issues. The book discusses formal definitions, CSP solving algorithms and implementation of some of the algorithms on PROLOG. The main objective of this book is to identify the properties of CSPs and introduce algorithms for tackling CSP. Its main feature is the fact that it presents the knowledge in CSP-solving in one volume.
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Product details

  • Hardback | 300 pages
  • 160.02 x 236.22 x 30.48mm | 748.42g
  • Academic Press Inc
  • San Diego, United States
  • English
  • 0127016104
  • 9780127016108

Table of contents

Introduction to the CSP; CSP solving - an overview chapter; fundamental concepts of the CSP chapter; problem reduction chapter; basic search strategies for solving CSPs; search orders in searching in CSPs; exploitation of problem specific features; stochastic search methods for CSPs; solution synthesis; optimization in CSPs.
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