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 environmentFile | Dimensione | Formato | |
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