Back to Search Start Over

An exact algorithm for the single liner service design problem with speed optimisation.

Authors :
Brahimi, Nadjib
Cheaitou, Ali
Cariou, Pierre
Feillet, Dominique
Source :
International Journal of Production Research; Nov 2021, Vol. 59 Issue 22, p6809-6832, 24p, 13 Charts, 5 Graphs
Publication Year :
2021

Abstract

This paper models a single liner service design and operations problem. The model selects the ports to be included, their sequence, the sailing speed of vessels, the number of vessels and the amounts of cargo to transport by the service. The objective is to maximise profit. First, a relaxation with a mixed-integer nonlinear programming (MINLP) formulation is proposed. We show how to obtain the optimal speed value. Once this value is obtained, the mathematical programming formulation becomes a mixed-integer linear program (MILP). Then, a two-step exact algorithm is presented to solve the problem. Using real data, the optimal solution was found in less than 1 min for small-size problems and in few hours for relatively large-size problems. More tests were carried out on randomly generated data sets with up to 25 ports. The results of these tests are rather promising, and they enabled us to identify the performance limits of the algorithm. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00207543
Volume :
59
Issue :
22
Database :
Complementary Index
Journal :
International Journal of Production Research
Publication Type :
Academic Journal
Accession number :
153311436
Full Text :
https://doi.org/10.1080/00207543.2020.1828636