Branch-and-price for the pickup and delivery problem with time windows and scheduled lines

V. Ghilas, J.-F. Cordeau, E. Demir, T. van Woensel

Research output: Contribution to journalArticleAcademicpeer-review

47 Citations (Scopus)
148 Downloads (Pure)

Abstract

The Pickup and Delivery Problem with Time Windows and Scheduled Lines (PDPTW-SL) consists of routing and scheduling a set of vehicles, by integrating them with scheduled public transportation lines, to serve a set of freight requests within their time windows. This paper presents an exact solution approach based on a branch-and-price algorithm. A path-based set partitioning formulation is used as the master problem, and a variant of the elementary shortest path problem with resource constraints is solved as the pricing problem. In addition, the proposed algorithm can also be used to solve the PDPTW with transfers (PDPTW-T) as a special case. Results of extensive computational experiments confirm the efficiency of the algorithm: it is able to solve small- and medium-size instances to optimality within reasonable execution time. More specifically, our algorithm solves the PDPTW-SL with up to 50 requests and the PDPTW-T with up to 40 requests on the considered instances.
Original languageEnglish
Pages (from-to)1191-1210
Number of pages20
JournalTransportation Science
Volume52
Issue number5
DOIs
Publication statusPublished - 1 Sept 2018

Keywords

  • Column generation
  • Freight transportation
  • Pickup and delivery problem
  • Scheduled lines

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