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Constraint Processing (Hardback)

Constraint Processing (Hardback)

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LIKE NEW: The book is in like-new condition, meaning that it appears to have never been used: its binding is tight, its covers are straight, and its pages are clean. This book is printed on acid-free paper.

Product Details

From the back cover: "Constraint satisfaction is a simple but powerful tool for processing information by computers. By specifying the impossible and letting automatic procedures identify the possible, constraints allow us to express information in its natural conceptual form, free of procedural considerations. The field of constraint reasoning has matured over the last three decades, benefiting from contributions from a diverse community of researchers in artificial intelligence, database and programming languages, operations research, management science, and applied mathematics. Today, constraint programs are used in model cognitive tasks in vision, language comprehension, default reasoning, diagnosis, scheduling, temporal and spacial reasoning.

"In Constraint Processing, Rina Dechter synthesizes these contributions, along with her own, to provide the first comprehensive examination of the theory that underlies constraint processing algorithms. Throughout the book she focuses on fundamental tools and principles, emphasizing the representation and analysis of algorithm.

"The text:

  • Examines the basic practical aspects of each topic and then tackles more advanced issues, including current research challenges
  • Builds reader understanding with definitions, examples, theory, algorithms and complexity analysis
  • Synthesizes three decades of research on constraint processing in diverse fields such as AI, databases and programming languages, operations research, and applied mathematics"


BRIEF CONTENTS

Each chapter contains several detailed sections, plus a Summary, Bibliographical Notes, and Exercises.
  • Foreword
  • Preface
  • Chapter 1 - Introduction
  • PART I - Basics of Constraint Processing
    • Chapter 2 - Constraint Networks
    • Chapter 3 - Consistency-Enforcing and Constraint Propagation
    • Chapter 4 - Directional Consistency
    • Chapter 5 - General Search Strategies: Look-Ahead
    • Chapter 6 - General Search Strategies: Look-Back
    • Chapter 7 - Stochastic Greedy Local Search
  • PART II - Advanced Methods
    • Chapter 8 - Advanced Consistency Methods
    • Chapter 9 - Tree Decomposition Methods
    • Chapter 10 - Hybrids of Search and Inference: Time-Space Trade-Offs
    • Chapter 11 - Tractable Constraint Languages
    • Chapter 12 - Temporal Constraint Networks
    • Chapter 13 - Constraint Optimization
    • Chapter 14 - Probabilistic Networks
    • Chapter 15 - Constraint Logic Programming
  • Bibliography
  • Index
View full details

AUTHOR: Dechter;Rina
PUBLISHER: Morgan Kaufmann Publishers
ISBN-13: 9781558608900
ISBN-10: 1558608907
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