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Harmony search algorithm for location-routing problem in supply chain network design

The interdependence of facility location and vehicle routing has been recognized among the practitioners and researchers. The integration of these problems is more challenging in a supply chain network design problem. This paper considers a location-routing problem, which integrates the facility lo...

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Main Authors: Misni, F., Lee, L. S.
Format: Article
Published: Academy of Sciences Malaysia 2019
Online Access:http://psasir.upm.edu.my/id/eprint/80034/
https://www.akademisains.gov.my/asmsj/article/harmony-search-algorithm-for-location-routing-problem-in-supply-chain-network-design/
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spelling my.upm.eprints.800342023-07-04T05:39:07Z http://psasir.upm.edu.my/id/eprint/80034/ Harmony search algorithm for location-routing problem in supply chain network design Misni, F. Lee, L. S. The interdependence of facility location and vehicle routing has been recognized among the practitioners and researchers. The integration of these problems is more challenging in a supply chain network design problem. This paper considers a location-routing problem, which integrates the facility location problem and the vehicle routing problem. To effectively solved the problem, it is decomposed into three sub problems which are: location-allocation problem, multi-depot vehicle routing problem and multi-depot routing-allocation problem. The objective is to minimize the total operating facilities cost and the total travel distance cost between the depots and customers. A harmony search algorithm is proposed with several local optimisation approaches to further enhance the solution quality. The problem is tested with several benchmark dataset from the literature. The performance of the proposed algorithm is compared with other heuristic and metaheuristic approaches from the literature. Academy of Sciences Malaysia 2019 Article PeerReviewed Misni, F. and Lee, L. S. (2019) Harmony search algorithm for location-routing problem in supply chain network design. ASM Science Journal, 12 (spec. 5). pp. 48-56. ISSN 1823-6782 https://www.akademisains.gov.my/asmsj/article/harmony-search-algorithm-for-location-routing-problem-in-supply-chain-network-design/
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
description The interdependence of facility location and vehicle routing has been recognized among the practitioners and researchers. The integration of these problems is more challenging in a supply chain network design problem. This paper considers a location-routing problem, which integrates the facility location problem and the vehicle routing problem. To effectively solved the problem, it is decomposed into three sub problems which are: location-allocation problem, multi-depot vehicle routing problem and multi-depot routing-allocation problem. The objective is to minimize the total operating facilities cost and the total travel distance cost between the depots and customers. A harmony search algorithm is proposed with several local optimisation approaches to further enhance the solution quality. The problem is tested with several benchmark dataset from the literature. The performance of the proposed algorithm is compared with other heuristic and metaheuristic approaches from the literature.
format Article
author Misni, F.
Lee, L. S.
spellingShingle Misni, F.
Lee, L. S.
Harmony search algorithm for location-routing problem in supply chain network design
author_facet Misni, F.
Lee, L. S.
author_sort Misni, F.
title Harmony search algorithm for location-routing problem in supply chain network design
title_short Harmony search algorithm for location-routing problem in supply chain network design
title_full Harmony search algorithm for location-routing problem in supply chain network design
title_fullStr Harmony search algorithm for location-routing problem in supply chain network design
title_full_unstemmed Harmony search algorithm for location-routing problem in supply chain network design
title_sort harmony search algorithm for location-routing problem in supply chain network design
publisher Academy of Sciences Malaysia
publishDate 2019
url http://psasir.upm.edu.my/id/eprint/80034/
https://www.akademisains.gov.my/asmsj/article/harmony-search-algorithm-for-location-routing-problem-in-supply-chain-network-design/
_version_ 1770553017563611136
score 13.211869

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