The Electric Fleet Size and Mix Vehicle Routing Problem with Time Windows and Recharging Stations

Abstract : Due to new regulations and further technological progress in the field of electric vehicles, the research community faces the new challenge of incorporating the electric energy based restrictions into vehicle routing problems. One of these restrictions is the limited battery capacity which makes detours to recharging stations necessary, thus requiring efficient tour planning mechanisms in order to sustain the competitiveness of electric vehicles compared to conventional vehicles. We introduce the Electric Fleet Size and Mix Vehicle Routing Problem with Time Windows and recharging stations (E-FSMFTW) to model decisions to be made with regards to fleet composition and the actual vehicle routes including the choice of recharging times and locations. The available vehicle types differ in their transport capacity, battery size and acquisition cost. Furthermore, we consider time windows at customer locations, which is a common and important constraint in real-world routing and planning problems. We solve this problem by means of branch-and-price as well as proposing a hybrid heuristic, which combines an Adaptive Large Neighbourhood Search with an embedded local search and labelling procedure for intensification. By solving a newly created set of benchmark instances for the E-FSMFTW and the existing single vehicle type benchmark using an exact method as well, we show the effectiveness of the proposed approach.
Document type :
Journal articles
Liste complète des métadonnées

Cited literature [43 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01258741
Contributor : Jakob Puchinger <>
Submitted on : Tuesday, January 19, 2016 - 1:57:00 PM
Last modification on : Thursday, December 20, 2018 - 1:36:01 PM
Document(s) archivé(s) le : Friday, November 11, 2016 - 12:15:33 PM

File

EFSMVRPTW.pdf
Files produced by the author(s)

Identifiers

Citation

Gerhard Hiermann, Jakob Puchinger, Stefan Ropke, Richard F. Hartl. The Electric Fleet Size and Mix Vehicle Routing Problem with Time Windows and Recharging Stations. European Journal of Operational Research, Elsevier, 2016, 252 (3), pp.Pages 995-1018. ⟨10.1016/j.ejor.2016.01.038⟩. ⟨hal-01258741⟩

Share

Metrics

Record views

673

Files downloads

1737