By Khaled Ghedira
A Constraint delight challenge (CSP) involves a suite of variables, a website of values for every variable and a collection of constraints. the target is to assign a price for every variable such that every one constraints are happy. CSPs proceed to obtain elevated consciousness due to either their excessive complexity and their omnipresence in educational, business or even real-life difficulties. it is because they're the topic of extreme examine in either man made intelligence and operations learn. This ebook introduces the vintage CSP and info a number of extensions/improvements of either formalisms and strategies so as to take on a wide number of difficulties. Consistency, versatile, dynamic, dispensed and studying elements are mentioned and illustrated utilizing basic 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 delight and Optimization Problems.
eight. Distibuted Constraint delight Problems.
About the Authors
Khaled Ghedira is the final coping with director of the Tunis technology urban in Tunisia, Professor on the collage of Tunis, in addition to the founding president of the Tunisian organization of synthetic Intelligence and the founding director of the SOIE examine laboratory. His examine components contain MAS, CSP, shipping and construction logistics, metaheuristics and defense in M/E-government. He has led a number of nationwide and foreign study initiatives, supervised 30 PhD theses and greater than 50 Master’s theses, co-authored approximately three hundred magazine, convention and ebook examine papers, written textual content books on metaheuristics and construction logistics and co-authored 3 others.
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Constraint Satisfaction Problems: CSP Formalisms and Techniques (Iste) by Khaled Ghedira