A DECLARATIVE APPROACH TO SHOP ORDERS OPTIMIZATION
Jarosław WIKAREK
j.wikarek@tu.kielce.plTechnical University of Kielce, Control and Management Systems Section, 1000-PP 7, Kielce (Poland)
Paweł SITEK
Technical University of Kielce, Control and Management Systems Section, 1000-PP 7, Kielce (Poland)
Mieczysław JAGODZIŃSKI
* Silesian University of Technology, Department of Automatics, Akademicka 16, 44-101 Gliwice (Poland)
Abstract
The paper presents the problem of material requirements planning with optimization of load distribution between work centers and workers’ groups. Moreover, it discusses the computational example for shop orders optimization. The data for this example were taken from the relational database. The method of Constraint Logic Programming (CLP) for shop orders optimization has been suggested. Using Constraint Logic Programming, the constraints may be directly introduced to the problem declaration, which is equivalent to the source code of the program. The ECLiPSe-CLP software system has been presented. It allows for solving optimization problems concerning dimensions greater than in the case of the professional mathematical programming solver “LINGO”. The application of ECLiPSe-CLP in accessing data from relational databases has been presented.
Keywords:
MRP II, linear optimization, relational databases, ECLiPSe -CLPReferences
Niederliński, A. (2011). A Quick and Gentle Guide to Constraint Logic Programming via ECLiPSe. Gliwice.
Rossi, F., Van Beek, P., & Walsh, T. (2006). Handbook of Constraint Programming (Foundations of Artificial Intelligence). New York, NY, USA: Elsevier Science Inc.
Sitek, P., & Wikarek, J. (2019). Capacitated vehicle routing problem with pick-up and alternative delivery (CVRPPAD): model and implementation using hybrid approach. Annals of Operations Research, 273, 257. https://doi.org/10.1007/s10479-017-2722-x
Sitek, P., & Wikarek, J. (2018). A multi-level approach to ubiquitous modeling and solving constraints in combinatorial optimization problems in production and distribution. J. Appl. Intell, 48, 1344. https://doi.org/10.1007/s10489-017-1107-9
Sitek, P., Wikarek, J., & Zaborowski, M. (2002). Application of Constraint Logic Programming (CLP) to Shop Orders Optimization in MRP II Systems. In Conference: 4th Workshop on Constrained Programming for Decision and Control (pp. 59-66). Gliwice. www.eclipse.org (n.d.) Retrieved October 19, 2018, from The Eclipse Foundation open source community website www.eclipse.org.
www.lindo.com (n.d.) Retrieved October 19, 2018, from www.lindo.com
Authors
Jarosław WIKAREKj.wikarek@tu.kielce.pl
Technical University of Kielce, Control and Management Systems Section, 1000-PP 7, Kielce Poland
Authors
Paweł SITEKTechnical University of Kielce, Control and Management Systems Section, 1000-PP 7, Kielce Poland
Authors
Mieczysław JAGODZIŃSKI* Silesian University of Technology, Department of Automatics, Akademicka 16, 44-101 Gliwice Poland
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