By Khaled Ghedira
A Constraint delight challenge (CSP) contains a suite of variables, a site of values for every variable and a suite of constraints. the target is to assign a cost for every variable such that every one constraints are chuffed. CSPs proceed to obtain elevated realization due to either their excessive complexity and their omnipresence in educational, commercial or even real-life difficulties. reason why they're the topic of excessive learn in either synthetic intelligence and operations learn. This ebook introduces the vintage CSP and info numerous extensions/improvements of either formalisms and methods on the way to take on a wide number of difficulties. Consistency, versatile, dynamic, disbursed and studying elements are mentioned and illustrated utilizing easy examples equivalent to the n-queen problem.
1. Foundations of CSP.
2. Consistency Reinforcement Techniques.
three. CSP fixing Algorithms.
four. seek Heuristics.
five. studying Techniques.
6. Maximal Constraint delight Problems.
7. Constraint pride and Optimization Problems.
eight. Distibuted Constraint pride Problems.
About the Authors
Khaled Ghedira is the overall dealing with director of the Tunis technological know-how urban in Tunisia, Professor on the college of Tunis, in addition to the founding president of the Tunisian organization of synthetic Intelligence and the founding director of the SOIE learn laboratory. His examine parts comprise MAS, CSP, shipping and construction logistics, metaheuristics and defense in M/E-government. He has led numerous nationwide and overseas examine tasks, supervised 30 PhD theses and greater than 50 Master’s theses, co-authored approximately three hundred magazine, convention and ebook learn papers, written textual content books on metaheuristics and creation logistics and co-authored 3 others.
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Constraint Satisfaction Problems: CSP Formalisms and Techniques (Iste) by Khaled Ghedira