The Vehicle Routing Problem with Pickups and Deliveries (VRPPD) arises in many application contexts and has been intensively studied in the last decades. We investigate the special case where pickup and delivery locations are distributed on a line. Although this situation is frequent when handling material in manufacturing systems with rectilinear layout, this case has not received enough attention so far. Derived from a real application, our general model also features load/unload times, vehicle capacities and the absence of a depot. A two-stage MIP-based heuristic that exploits such a special topology is devised, and its performance is assessed within an industrial case study provided by a large semiconductor manufacturer. We first compare our method to a standard Clarke and Wright type heuristic, then document its practical impact when implemented in a dynamic environment

A MIP-Based Heuristic for Pickup and Delivery on Rectilinear Layout / Arbib, C.; Pizzuti, A.; Ranjbar, F. K.; Smriglio, Stefano. - 1623:(2022), pp. 211-226. (Intervento presentato al convegno 9th International Conference on Operations Research and Enterprise Systems, ICORES 2020, and 10th International Conference on Operations Research and Enterprise Systems, ICORES 2021 tenutosi a Valletta, online nel 22 - 24 february 2020, 4-6 February 2021) [10.1007/978-3-031-10725-2_11].

A MIP-Based Heuristic for Pickup and Delivery on Rectilinear Layout

Arbib C.
;
Pizzuti A.;
2022-01-01

Abstract

The Vehicle Routing Problem with Pickups and Deliveries (VRPPD) arises in many application contexts and has been intensively studied in the last decades. We investigate the special case where pickup and delivery locations are distributed on a line. Although this situation is frequent when handling material in manufacturing systems with rectilinear layout, this case has not received enough attention so far. Derived from a real application, our general model also features load/unload times, vehicle capacities and the absence of a depot. A two-stage MIP-based heuristic that exploits such a special topology is devised, and its performance is assessed within an industrial case study provided by a large semiconductor manufacturer. We first compare our method to a standard Clarke and Wright type heuristic, then document its practical impact when implemented in a dynamic environment
2022
978-3-031-10724-5
978-3-031-10725-2
File in questo prodotto:
File Dimensione Formato  
5.Arbib_Ranjbar_Pizzuti_Smriglio_R-VRPPD.pdf

Open Access dal 31/07/2023

Tipologia: Documento in post-print (versione successiva alla peer review e accettata per la pubblicazione)
Licenza d'uso: Tutti i diritti riservati
Dimensione 404.29 kB
Formato Adobe PDF
404.29 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11566/325673
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact