Foundations of constraint satisfaction
著者
書誌事項
Foundations of constraint satisfaction
（Computation in cognitive science）
Academic Press, c1993
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内容説明・目次
内容説明
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.
目次
- 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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