Foundations of Constraint Satisfaction
Published on 1. August 1993
Book
Hardback
300 pages
978-0-12-701610-8 (ISBN)
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.
More details
Language
English
Place of publication
San Diego
United States
Publishing group
Elsevier Science Publishing Co Inc
Target group
College/higher education
Professional and scholarly
Dimensions
Height: 235 mm
Width: 159 mm
Weight
751 gr
ISBN-13
978-0-12-701610-8 (9780127016108)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
E-Book
05/2014
Academic Press
€54.95
Available for download
Content
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.