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A hierarchical algorithm for the planar single-facility location routing problem

delete2012-02-01
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PRE
AI
S
S.M.H. Manzour-al-Ajdad
S
S. Ali Torabi *
S
Saı̈d Salhi
DOI:10.1016/j.cor.2011.05.013delete
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Abstract

Abstract

En 中文
Location routing problem (LRP) is an important logistical problem that comprises two of the main logistical drivers namely facility location and vehicle routing. In this paper, we focus on the planar single-facility LRP with Euclidean distance where the location of the facility can be anywhere in the space and not restricted to a given set of potential sites only as in the discrete case. A hierarchical heuristic-based method is put forward which continuously takes into account the information from the routing results while systematically improving the location using the end-points of the obtained routes. In addition, some enhancement schemes that include a set of local searches as well as diversification and intensification mechanisms are also incorporated into the search. The proposed method outperformed the existing approaches when tested on the data sets taken from the literature. Our approach produced nine new best results out of the fifteen in the literature besides being relatively robust when compared to the existing methods. (C) 2011 Elsevier Ltd. All rights reserved.
Keywords:
Location routing problem
Weber problem
Heuristics
Logistics
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Journal

C
Computers and Operations Research
IF:
4.3
Papers:
6.5K
Citations:
1.8W

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U
University of Tehran
Scholars:
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Papers: 2.3W
Citations: 2.7W
U
University of Kent
Scholars:
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Papers: 6.1K
Citations: 8.1K