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[21580] Artykuł:

Implementation Aspects of Hybrid Solution Framework

Czasopismo: Recent Advancees in Automation, Robotics and Measuring Techniques   Tom: 267, Strony: 317-328
ISSN:  2194-5357
ISBN:  978-3-319-05353-0
Wydawca:  SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
Opublikowano: 2014
Seria wydawnicza:  Advances in Intelligent Systems and Computing
 
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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  Hybrid Methods 



Abstract:

The paper presents application and implementation aspects of a hybrid approach to modeling and optimization for constrained problems. Two environments of mathematical programming (MP) and constraint programming (CP) were integrated into Hybrid Solution Framework (HSF). The strengths of MP and CP, in which constraints are treated in a different way and different methods are implemented, were combined to use the strengths of both. The proposed approach is particularly important for the decision models in manufacturing, logistic and supply chain management, where an objective function and many discrete decision variables added up in multiple constraints. Implementation details of the proposed framework were presented on example of the supply chain optimization.