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  4. Integrating a heterogeneous fixed fleet and a flexible assignment of destination depots in the waste collection VRP with intermediate facilities
 
research article

Integrating a heterogeneous fixed fleet and a flexible assignment of destination depots in the waste collection VRP with intermediate facilities

Markov, Iliya  
•
Varone, Sacha
•
Bierlaire, Michel  
2016
Transportation Research Part B: Methodological

We consider a complex recyclable waste collection problem that extends the class of vehicle routing problems with intermediate facilities by integrating a heterogeneous fixed fleet and a flexible assignment of destination depots. Several additional side constraints, such as a mandated break period contingent on tour start time, multiple vehicle capacities, and site dependencies are also included. This specific problem was inspired by a real-world application and does not appear in the literature. It is modeled as an MILP which is enhanced with several valid inequalities. Due to the rich nature of the problem, state-of-the-art solvers are only able to tackle instances of small to medium size. To solve realistic instances, we propose a multiple neighborhood search heuristic capable of systematically treating all problem features and general enough to respond to the varying characteristics of the case study regions for which it is intended. The results show that the heuristic achieves optimality on small instances, exhibits competitive performance in comparison to state-of-the-art solution methods for special cases of our problem, and leads to important savings in the state of practice. Moreover, it highlights and quantifies the savings from allowing a flexible depot assignment. The data from the state of practice comes from a company in the waste collection industry in Geneva, Switzerland. (C) 2015 Elsevier Ltd. All rights reserved.

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Type
research article
DOI
10.1016/j.trb.2015.12.004
Web of Science ID

WOS:000371450300011

Author(s)
Markov, Iliya  
Varone, Sacha
Bierlaire, Michel  
Date Issued

2016

Publisher

Pergamon-Elsevier Science Ltd

Published in
Transportation Research Part B: Methodological
Volume

84

Start page

256

End page

273

Subjects

Waste collection routing

•

Intermediate facilities

•

Heterogeneous fixed fleet

•

Flexible assignment of destination depots

•

MILP

•

Heuristics

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
TRANSP-OR  
Available on Infoscience
January 15, 2016
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/122274
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