Constraint Satisfaction Problems
eBook - ePub

Constraint Satisfaction Problems

CSP Formalisms and Techniques

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Constraint Satisfaction Problems

CSP Formalisms and Techniques

About this book

A Constraint Satisfaction Problem (CSP) consists of a set of variables, a domain of values for each variable and a set of constraints. The objective is to assign a value for each variable such that all constraints are satisfied. CSPs continue to receive increased attention because of both their high complexity and their omnipresence in academic, industrial and even real-life problems. This is why they are the subject of intense research in both artificial intelligence and operations research. This book introduces the classic CSP and details several extensions/improvements of both formalisms and techniques in order to tackle a large variety of problems. Consistency, flexible, dynamic, distributed and learning aspects are discussed and illustrated using simple examples such as the n-queen problem.

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Yes, you can access Constraint Satisfaction Problems by Khaled Ghedira in PDF and/or ePUB format, as well as other popular books in Mathematics & Mathematics General. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Wiley-ISTE
Year
2013
Print ISBN
9781848214606
eBook ISBN
9781118575017

Table of contents

  1. Cover Page
  2. Contents
  3. Title Page
  4. Copyright
  5. Preface
  6. Introduction
  7. Chapter 1. Foundations of CSP
  8. Chapter 2. Consistency Reinforcement Techniques
  9. Chapter 3. CSP Solving Algorithms
  10. Chapter 4. Search Heuristics
  11. Chapter 5. Learning Techniques
  12. Chapter 6. Maximal Constraint Satisfaction Problems
  13. Chapter 7. Constraint Satisfaction and Optimization Problems
  14. Chapter 8. Distributed Constraint Satisfaction Problems
  15. Index