Designing closed-loop supply chains with nonlinear dimensioning factors using ant colony optimization

Verfasser / Beitragende:
[P. Vieira, S. Vieira, M. Gomes, A. Barbosa-Póvoa, J. Sousa]
Ort, Verlag, Jahr:
2015
Enthalten in:
Soft Computing, 19/8(2015-08-01), 2245-2264
Format:
Artikel (online)
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024 7 0 |a 10.1007/s00500-014-1405-7  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s00500-014-1405-7 
245 0 0 |a Designing closed-loop supply chains with nonlinear dimensioning factors using ant colony optimization  |h [Elektronische Daten]  |c [P. Vieira, S. Vieira, M. Gomes, A. Barbosa-Póvoa, J. Sousa] 
520 3 |a Closed-loop supply chain (CLSC) design implies the modelling of the forward and the reverse flows of products in an integrated way. This paper introduces nonlinear dimensioning factors in the design of CLSC and uses ant colony optimization to optimize the design of the supply chain. The proposed algorithm is called SCAnt-NLDesign. The modelled nonlinear dimensioning factors are: cost variations in transportation distances between facilities (tapering principle), scale economies related to transported quantities, and scale economies regarding the facilities' capacity. Results show that the proposed SCAnt-NLDesign algorithm reduced the total cost in 44%, when compared to a linear formulation of a CLSC. Note also that a mixed integer linear programming implementation of the nonlinear CLSC was not able to get closed to the optimal solution, given worse results than the linear CLSC. 
540 |a Springer-Verlag Berlin Heidelberg, 2014 
690 7 |a Supply chain  |2 nationallicence 
690 7 |a Closed-loop supply chain  |2 nationallicence 
690 7 |a Ant colony optimization  |2 nationallicence 
690 7 |a Nonlinear dimensioning factors  |2 nationallicence 
700 1 |a Vieira  |D P.  |u LAETA, IDMEC, Instituto Superior Técnico, Universidade de Lisboa, 1049-001, Lisboa, Portugal  |4 aut 
700 1 |a Vieira  |D S.  |u LAETA, IDMEC, Instituto Superior Técnico, Universidade de Lisboa, 1049-001, Lisboa, Portugal  |4 aut 
700 1 |a Gomes  |D M.  |u Centro de Matemática e Aplicações, Faculdade de Ciências e Tecnologia, New University of Lisbon, 2829-516, Caparica, Portugal  |4 aut 
700 1 |a Barbosa-Póvoa  |D A.  |u Center for Management Studies (CEG-IST), Instituto Superior Técnico, Universidade de Lisboa, 2780-990, Porto Salvo, Portugal  |4 aut 
700 1 |a Sousa  |D J.  |u LAETA, IDMEC, Instituto Superior Técnico, Universidade de Lisboa, 1049-001, Lisboa, Portugal  |4 aut 
773 0 |t Soft Computing  |d Springer Berlin Heidelberg  |g 19/8(2015-08-01), 2245-2264  |x 1432-7643  |q 19:8<2245  |1 2015  |2 19  |o 500 
856 4 0 |u https://doi.org/10.1007/s00500-014-1405-7  |q text/html  |z Onlinezugriff via DOI 
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900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
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950 |B NATIONALLICENCE  |P 700  |E 1-  |a Vieira  |D P.  |u LAETA, IDMEC, Instituto Superior Técnico, Universidade de Lisboa, 1049-001, Lisboa, Portugal  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Vieira  |D S.  |u LAETA, IDMEC, Instituto Superior Técnico, Universidade de Lisboa, 1049-001, Lisboa, Portugal  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Gomes  |D M.  |u Centro de Matemática e Aplicações, Faculdade de Ciências e Tecnologia, New University of Lisbon, 2829-516, Caparica, Portugal  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Barbosa-Póvoa  |D A.  |u Center for Management Studies (CEG-IST), Instituto Superior Técnico, Universidade de Lisboa, 2780-990, Porto Salvo, Portugal  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Sousa  |D J.  |u LAETA, IDMEC, Instituto Superior Técnico, Universidade de Lisboa, 1049-001, Lisboa, Portugal  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Soft Computing  |d Springer Berlin Heidelberg  |g 19/8(2015-08-01), 2245-2264  |x 1432-7643  |q 19:8<2245  |1 2015  |2 19  |o 500