The multiple disposal facilities and multiple inventory locations rollon-rolloff vehicle routing problem

Roberto Baldacci*, Lawrence Bodin, Aristide Mingozzi

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

63 Citations (Scopus)

Abstract

In the Multiple disposal facilities and multiple inventory locations rollon-rolloff vehicle routing problem (M-RRVRP), one of the very important pickup and disposal problems in the sanitation industry, tractors move large trailers, one at a time, between customer locations such as construction sites and shopping centers, disposal facilities and inventory locations. In this paper, we model the M-RRVRP as a time constrained vehicle routing problem on a multigraph (TVRP-MG). We then formulate the TVRP-MG as a set partitioning problem with an additional constraint and describe an exact method for solving the TVRP-MG. This exact method is based on a bounding procedure that combines three lower bounds derived from different relaxations of the formulation of the problem. Further, we obtain a valid upper bound and show how this bounding procedure can transform the solution of a Lagrangean lower bound into a feasible solution. Our computational results show that the proposed method is very effective in deriving an optimal or near optimal solution to the M-RRVRP in a reasonable amount of computing time. Since the capacitated vehicle routing problem (CVRP) can be transformed into a TVRP-MG, we tested our procedure on 11 instances of the CVRP. Our computational results show that our procedure very effectively found the optimal solution to 7 of the 11 instances of the CVRP. In many cases, our procedure was at least 10 times faster than the procedure proposed by Fukasawa et al. Integer programming and combinatorial optimization, vol. 10. Lecture notes in computer science, vol. 3064. Berlin: Springer; 2004. p. 1-15. Both our procedure and the procedure of Fukasawa et al. Integer programming and combinatorial optimization, vol. 10. Lecture notes in computer science, vol. 3064. Berlin: Springer; 2004. p. 1-15 solved problem E-n76-k10, the most famous CVRP instance that until recently was unsolved.

Original languageEnglish
Pages (from-to)2667-2702
Number of pages36
JournalComputers and Operations Research
Volume33
Issue number9
DOIs
Publication statusPublished - Sept 2006
Externally publishedYes

Keywords

  • Dual ascent
  • Lagrangean relaxation and column generation
  • Set partitioning
  • Vehicle routing

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