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
Statistics
Abstract views: 128PDF downloads: 25
License
This work is licensed under a Creative Commons Attribution 4.0 International License.
All articles published in Applied Computer Science are open-access and distributed under the terms of the Creative Commons Attribution 4.0 International License.
Most read articles by the same author(s)
- Grzegorz BOCEWICZ, Robert WÓJCIK, Paweł SITEK, Zbigniew BANASZAK, TOWARDS DIGITAL TWIN-DRIVEN PERFORMANCE EVALUATION METHODOLOGY OF FMS , Applied Computer Science: Vol. 18 No. 3 (2022)
Similar Articles
- Evans BAIDOO, FIREWORKS ALGORITHM FOR UNCONSTRAINED FUNCTION OPTIMIZATION PROBLEMS , Applied Computer Science: Vol. 13 No. 1 (2017)
- Md. Torikur RAHMAN, A NOVEL APPROACH TO ENHANCE THE PERFORMANCE OF MOBILE AD HOC NETWORK (MANET) THROUGH A NEW BANDWIDTH OPTIMIZATION TECHNIQUE , Applied Computer Science: Vol. 15 No. 2 (2019)
- Pornsiri KHUMLA, Kamthorn SARAWAN, IMPROVING MATERIAL REQUIREMENTS PLANNING THROUGH WEB-BASED: A CASE STUDY THAILAND SMEs , Applied Computer Science: Vol. 19 No. 4 (2023)
- Firas ALMUKHTAR, Nawzad MAHMOODD, Shahab KAREEM, SEARCH ENGINE OPTIMIZATION: A REVIEW , Applied Computer Science: Vol. 17 No. 1 (2021)
- Noor SABAH, Ekhlas HAMEED, Muayed S AL-HUSEINY, OPTIMAL SLIDING MODE CONTROLLER DESIGN BASED ON WHALE OPTIMIZATION ALGORITHM FOR LOWER LIMB REHABILITATION ROBOT , Applied Computer Science: Vol. 17 No. 3 (2021)
- Mohammed A. Hussein, Ekhlas H. Karam, Rokaia S. Habeeb, CANCER GROWTH TREATMENT USING IMMUNE LINEAR QUADRATIC REGULATOR BASED ON CROW SEARCH OPTIMIZATION ALGORITHM , Applied Computer Science: Vol. 17 No. 2 (2021)
- Hamid JAN, Amjad ALI, OPTIMIZATION OF FINGERPRINT SIZE FOR REGISTRATION , Applied Computer Science: Vol. 15 No. 2 (2019)
- Rumesh Edirimanne, W Madushan Fernando, Peter Nielsen, H. Niles Perera, Amila Thibbotuwawa, OPTIMIZING UNMANNED AERIAL VEHICLE BASED FOOD DELIVERY THROUGH VEHICLE ROUTING PROBLEM: A COMPARATIVE ANALYSIS OF THREE DELIVERY SYSTEMS. , Applied Computer Science: Vol. 20 No. 1 (2024)
- Nasir A. Al-Awad, Izz K. Abboud, Muaayed F. Al-Rawi, GENETIC ALGORITHM-PID CONTROLLER FOR MODEL ORDER REDUCTION PANTOGRAPHCATENARY SYSTEM , Applied Computer Science: Vol. 17 No. 2 (2021)
- Marcin KLIMEK, TECHNIQUES OF GENERATING SCHEDULES FOR THE PROBLEM OF FINANCIAL OPTIMIZATION OF MULTI-STAGE PROJECT , Applied Computer Science: Vol. 15 No. 1 (2019)
You may also start an advanced similarity search for this article.
