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[43090] Artykuł:

A Concept of Decision Support in Supply Chain Management - A Hybrid Approach

Czasopismo: Beyond Databases, Architectures And Structures, Bdas 2015   Tom: 521, Strony: 565-574
ISSN:  1865-0929
ISBN:  978-3-319-18422-7
Wydawca:  SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
Opublikowano: 2015
Seria wydawnicza:  Communications in Computer and Information Science
 
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Grupa MNiSW:  Materiały z konferencji międzynarodowej (zarejestrowane w Web of Science)
Punkty MNiSW: 15
Klasyfikacja Web of Science: Proceedings Paper


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Keywords:

Constraint Logic Programming  Mathematical Programming  Optimization  Supply Chain Management  Decision Support 



Abstract:

This paper describes the hybrid approach to optimization of decision problems in supply chain management (SCM). The hybrid approach proposed here combines the strengths of mathematical programming (MP) and constraint logic programming (CLP), which leads to a significant reduction in the search time necessary to find the optimal solution, and allows solving larger problems. The proposed hybrid approach is presented as a concept of an additional layer of decision-making in integrated systems, for example ERP, DRP, etc. This solution allows the implementation of complete decision-making models, additional constraints as well as a set of questions for these models. The illustrative model presented in the article illustrate the advantages of the approach.