๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

Handbook of Constraint Programming

โœ Scribed by Francesca Rossi, Peter van Beek and Toby Walsh (Eds.)


Book ID
127423191
Publisher
Elsevier
Year
2006
Tongue
English
Weight
6 MB
Series
Foundations of Artificial Intelligence 2
Edition
1st ed
Category
Library
City
Amsterdam; Boston
ISBN
0444527265

No coin nor oath required. For personal study only.

โœฆ Synopsis


Constraint programming is a powerful paradigm for solving combinatorial search problems that draws on a wide range of techniques from artificial intelligence, computer science, databases, programming languages, and operations research. Constraint programming is currently applied with success to many domains, such as scheduling, planning, vehicle routing, configuration, networks, and bioinformatics. The aim of this handbook is to capture the full breadth and depth of the constraint programming field and to be encyclopedic in its scope and coverage. While there are several excellent books on constraint programming, such books necessarily focus on the main notions and techniques and cannot cover also extensions, applications, and languages. The handbook gives a reasonably complete coverage of all these lines of work, based on constraint programming, so that a reader can have a rather precise idea of the whole field and its potential. Of course each line of work is dealt with in a survey-like style, where some details may be neglected in favor of coverage. However, the extensive bibliography of each chapter will help the interested readers to find suitable sources for the missing details. Each chapter of the handbook is intended to be a self-contained survey of a topic, and is written by one or more authors who are leading researchers in the area. The intended audience of the handbook is researchers, graduate students, higher-year undergraduates and practitioners who wish to learn about the state-of-the-art in constraint programming. No prior knowledge about the field is necessary to be able to read the chapters and gather useful knowledge. Researchers from other fields should find in this handbook an effective way to learn about constraint programming and to possibly use some of the constraint programming concepts and techniques in their work, thus providing a means for a fruitful cross-fertilization among different research areas. The handbook is organized in two parts. The first part covers the basic foundations of constraint programming, including the history, the notion of constraint propagation, basic search methods, global constraints, tractability and computational complexity, and important issues in modeling a problem as a constraint problem. The second part covers constraint languages and solver, several useful extensions to the basic framework (such as interval constraints, structured domains, and distributed CSPs), and successful application areas for constraint programming. - Covers the whole field of constraint programming - Survey-style chapters - Five chapters on applications


๐Ÿ“œ SIMILAR VOLUMES


Open constraint programming
โœ Boi Faltings; Santiago Macho-Gonzalez ๐Ÿ“‚ Article ๐Ÿ“… 2005 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 289 KB
Principles of constraint programming
โœ Krzysztof Apt ๐Ÿ“‚ Library ๐Ÿ“… 2003 ๐Ÿ› Cambridge University Press ๐ŸŒ English โš– 2 MB

Upper-division textbook covering foundations of constraint programming and applications to scheduling, optimization etc.

A constraint programming primer
โœ Gilles Pesant ๐Ÿ“‚ Article ๐Ÿ“… 2014 ๐Ÿ› Springer-Verlag ๐ŸŒ English โš– 180 KB