This paper considers the problem of allocating tasks to a network of interconnected nodes in a supply chain, considering functional heterogeneity, resource constraints, and critical tasks whose assignment has to be considered mandatory. The proposed approach is an auction-based algorithm which uses a consensus algorithm to obtain a conflict-free solution fulfilling all the constraints. Numerical simulations and a comparison with a centralized optimization algorithm are performed to evaluate the effectiveness of the proposed approach.
A decentralized allocation algorithm for distributed supply chains with critical tasks
Binetti, G.;Naso, D.;Turchiano, B.
2013-01-01
Abstract
This paper considers the problem of allocating tasks to a network of interconnected nodes in a supply chain, considering functional heterogeneity, resource constraints, and critical tasks whose assignment has to be considered mandatory. The proposed approach is an auction-based algorithm which uses a consensus algorithm to obtain a conflict-free solution fulfilling all the constraints. Numerical simulations and a comparison with a centralized optimization algorithm are performed to evaluate the effectiveness of the proposed approach.File in questo prodotto:
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