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New local searches for solving the multi-source Weber problem.

Authors :
Drezner, Zvi
Brimberg, Jack
Mladenović, Nenad
Salhi, Said
Source :
Annals of Operations Research; Nov2016, Vol. 246 Issue 1/2, p181-203, 23p
Publication Year :
2016

Abstract

This paper presents three new heuristic approaches for the solution of the multi-source Weber problem in the plane: a constructive heuristic that finds a good starting solution, a decomposition approach which uses Delaunay triangulation, and a new efficient neighborhood structure based on the single facility limited distance median problem. A new heuristic incorporating all these approaches provided high quality solutions in reasonable computing time. We conclude that these heuristics successfully compete with the metaheuristic based methods found in the literature improving ten best known solutions. The ideas here may be extended to a variety of other continuous location as well as data mining problems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02545330
Volume :
246
Issue :
1/2
Database :
Complementary Index
Journal :
Annals of Operations Research
Publication Type :
Academic Journal
Accession number :
118862856
Full Text :
https://doi.org/10.1007/s10479-015-1797-5