In this paper, we address the Capacitated Product Portfolio Mix-and-Allocation (CPPMA) problem, which arises where a decision-maker has to determine simultaneously (a) the optimal product mix; (b) its allocation to different production facilities; and (c) the capacities of the facilities given the product mix and clients/orders allocated. This problem is particularly important when customers orders may affect the whole product portfolio, due to some constraints limiting the overall flexibility of the system. Although it is possible to find models addressing these issues separately, no attempt seems to have been made in the literature for addressing all of them simultaneously. In this paper, we introduce a novel model which aims at maximising the operational profit by simultaneously addressing product portfolio, facility selection, capacities, and orders allocation decisions. Given the high computational complexity of the resulting formulation, we propose a greedy heuristic approach that is capable of producing high-quality solutions. Our computational experience has also yielded some interesting managerial insights

(2024). The Capacitated Product Portfolio Mix-and-Allocation problem with integrity constraints [journal article - articolo]. In COMPUTERS & INDUSTRIAL ENGINEERING. Retrieved from https://hdl.handle.net/10446/264173

The Capacitated Product Portfolio Mix-and-Allocation problem with integrity constraints

Pinto, R.
2024-01-01

Abstract

In this paper, we address the Capacitated Product Portfolio Mix-and-Allocation (CPPMA) problem, which arises where a decision-maker has to determine simultaneously (a) the optimal product mix; (b) its allocation to different production facilities; and (c) the capacities of the facilities given the product mix and clients/orders allocated. This problem is particularly important when customers orders may affect the whole product portfolio, due to some constraints limiting the overall flexibility of the system. Although it is possible to find models addressing these issues separately, no attempt seems to have been made in the literature for addressing all of them simultaneously. In this paper, we introduce a novel model which aims at maximising the operational profit by simultaneously addressing product portfolio, facility selection, capacities, and orders allocation decisions. Given the high computational complexity of the resulting formulation, we propose a greedy heuristic approach that is capable of producing high-quality solutions. Our computational experience has also yielded some interesting managerial insights
articolo
2024
Menezes, M. B. C.; Ruiz-Hernandez, D.; Pinto, Roberto
(2024). The Capacitated Product Portfolio Mix-and-Allocation problem with integrity constraints [journal article - articolo]. In COMPUTERS & INDUSTRIAL ENGINEERING. Retrieved from https://hdl.handle.net/10446/264173
File allegato/i alla scheda:
File Dimensione del file Formato  
1-s2.0-S0360835223008690-main.pdf

Solo gestori di archivio

Versione: publisher's version - versione editoriale
Licenza: Licenza default Aisberg
Dimensione del file 1.31 MB
Formato Adobe PDF
1.31 MB Adobe PDF   Visualizza/Apri
Pubblicazioni consigliate

Aisberg ©2008 Servizi bibliotecari, Università degli studi di Bergamo | Terms of use/Condizioni di utilizzo

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10446/264173
Citazioni
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact