Quotation Tricoire, Fabien, Graf, Alexandra, Gutjahr, Walter J. 2012. The bi-objective stochastic covering tour problem. Computers & Operations Research. 39 (7), 1582-1592.


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Abstract

We formulate a bi-objective covering tour model with stochastic demand where the two objectives are given by (i) cost (opening cost for distribution centers plus routing cost for a fleet of vehicles) and (ii) expected uncovered demand. In the model, it is assumed that depending on the distance, a certain percentage of clients go from their homes to the nearest distribution center. An application in humanitarian logistics is envisaged. For the computational solution of the resulting bi-objective two-stage stochastic program with recourse, a branch-and-cut technique, applied to a sample-average version of the problem obtained from a fixed random sample of demand vectors, is used within an epsilon-constraint algorithm. Computational results on real-world data for rural communities in Senegal show the viability of the approach.

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Publication's profile

Status of publication Published
Affiliation External
Type of publication Journal article
Journal Computers and Operations Research
Citation Index SCI
WU Journalrating 2009 A
WU-Journal-Rating new FIN-A, INF-A, STRAT-B, WH-B
Language English
Title The bi-objective stochastic covering tour problem
Volume 39
Number 7
Year 2012
Page from 1582
Page to 1592
Reviewed? Y
URL https://www.sciencedirect.com/science/article/pii/S030505481100270X
DOI https://doi.org/10.1016/j.cor.2011.09.009
Open Access Y
Open Access Link https://www.sciencedirect.com/science/article/pii/S030505481100270X

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Tricoire, Fabien (Details)
External
Graf, Alexandra (Universit├Ąt Wien, Austria)
Gutjahr, Walter J. (Universit├Ąt Wien, Austria)
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