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[48240] Artykuł: A Multi-level and Multi-agent Approach to Modeling and Solving Supply Chain ProblemsCzasopismo: Highlights of Practical Applications of Scalable Multi-Agent Systems Tom: 616, Strony: 49-60ISSN: 1865-0929 ISBN: 978-3-319-39387-2 Wydawca: SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY Opublikowano: 2016 Seria wydawnicza: Communications in Computer and Information Science Autorzy / Redaktorzy / Twórcy
Grupa MNiSW: Materiały z konferencji międzynarodowej (zarejestrowane w Web of Science) Punkty MNiSW: 15 Klasyfikacja Web of Science: Proceedings Paper Pełny tekst DOI Web of Science Keywords: Constraint logic programming  Mathematical programming  Multi-agent  Supply chain  Optimization  |
Supply chain problems cover several aspects at different levels and areas. There are decision on production allocation, resource allocation, production and inventory quantities, distributor selection, choice of transportation mode etc. There are many constraints in the supply chain problems. They concern the following areas ( production, distribution, transport, etc.) and types ( linear, non-linear, integer, logical, etc.). Therefore it is important effective modeling and solving constraints.
We consider a multi-level and multi-agent approach to modeling and solving supply chain problems using constraint and mathematical programming environments. Its efficiency results from the multi-level presolving and multi-agent architecture. An illustrative example presents effectiveness of the proposed approach. The presented approach will be compared with classical mathematical programming on the same data sets.