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Constraint programming for project-driven manufacturing
Authors:ZA Banaszak  MB Zaremba  W Muszy&#x;ski
Institution:aDepartment of Computer Science and Management, Technical University of Koszalin, Poland;bDépartement d’informatique et d’ingénierie, Université du Québec (UQO), Gatineau, Canada QC J8Y 3G5;cInstitute of Engineering Cybernetics, Technical University of Wrocław, Poland
Abstract:Project-driven manufacturing, based on the make-to-order or the build-to-order principle and predominant in small and medium-size enterprises (SMEs), calls for an efficient solution of large combinatorial problems, especially in such areas as task scheduling or resource management. This paper addresses the problem of finding a computationally effective approach to scheduling a new project subject to constraints imposed by a multi-project environment. A constraint programming (CP) modeling framework is discussed in the context of an efficient decomposition of the constraint satisfaction problem (CSP) and the evaluation of strategies for pruning the search tree. The proposed approach is illustrated through examples of its application to the evaluation of a new production order.
Keywords:Decision support system  Constraint satisfaction problems  Production modeling  Scheduling
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