Discretization based heuristics for the capacitated multi-facility Weber problem with convex polyhedral barriers

M. Hakan Akyüz*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Abstract

The Capacitated Multi-facility Weber Problem (CMWP) tries to determine the location of I capacitated facilities in the plane and to satisfy demand of J customers so as to minimize the total transportation cost. The CMWP assumes that the facilities can be located anywhere on the plane and customers are directly connected to them. This study considers an extension of the CMWP where there exist convex polyhedral barriers blocking passage and locating facilities inside. As a result, the distances between facilities and customers have to be measured by taking into account the polyhedral barriers. The CMWP with convex polyhedral barriers (CMWP-B) is a non-convex problem that is difficult to solve. We propose specially tailored discretization based heuristic procedures. Since CMWP-B is novel to the literature, a new set of test problems is randomly generated. Then, the performance of the suggested methods are tested on the test instances. Our results imply that the suggested heuristics yield quite accurate and efficient solutions for the CMWP-B.

Original languageEnglish
Pages (from-to)26-42
Number of pages17
JournalInternational Journal of Optimization and Control: Theories and Applications
Volume8
Issue number1
DOIs
Publication statusPublished - 2018

Bibliographical note

Funding Information:
The work described in this paper is supported by a grant from Galatasaray University Scientific Research Project Grant No: 16.402.013 and the Turkish Scientific and Technological Research Council (TÜBİTAK) Research Grant No: 214M222.

Publisher Copyright:
© 2018 Nippon Telegraph and Telephone Corp. All rights reserved.

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