A bi-objective mathematical model for two-dimensional loading time-dependent vehicle routing problem View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2017-11

AUTHORS

Mahdi Alinaghian, Komail Zamanlou, Mohammad S. Sabbagh

ABSTRACT

This paper introduces two-dimensional loading time-dependent vehicle routing problem and proposes a bi-objective mathematical model. This problem assesses the process of distributing the rectangular-shaped demanded items over an urban environment; it does not, however, allow items to be loaded on top of each other. In addition to the above assumptions, the presented model also satisfies the first-in-first-out property in the time-dependent vehicle routing problem. Given the NP-hard nature of the problem, a method called elitist non-dominated sorting local search is developed to obtain its solutions. To evaluate the performance of the proposed algorithm, the solutions of this algorithm for small-scale problem instances are compared with the results of an exact method. For the medium-scale problem instances, results of NSGA-II and SPEA2 are used as the basis of comparison. The computational results demonstrate the good performance of the proposed method. More... »

PAGES

1422-1441

Identifiers

URI

http://scigraph.springernature.com/pub.10.1057/s41274-016-0151-x

DOI

http://dx.doi.org/10.1057/s41274-016-0151-x

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1083763684


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