Optimal design of capacitated production networks

Optimal design of capacitated production networks

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Article ID: iaor201110219
Volume: 12
Issue: 4
Start Page Number: 583
End Page Number: 602
Publication Date: Dec 2011
Journal: Optimization and Engineering
Authors: , ,
Keywords: programming: integer, heuristics, networks, production
Abstract:

In this work we present a mixed‐integer model for the optimal design of production/transportation systems. In contrast to standard design problems, our model is originally based on a coupled system of differential equations capturing the dynamics of manufacturing processes and stocks. The problem is to select an optimal parameter configuration from a predefined set such that respective constraints are fulfilled. We focus on single commodity flows over large time scales as well as highly interconnected networks and propose a suitable start heuristic to ensure feasibility and to speed up the solution procedure.

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