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Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns

This paper presents a study on the integration of location-inventory-routing problem by considering the returned products of an economic production quantity model in supply chain network design. This model assumes that the returned products can be re-furbished and re-entered into the market to be re...

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Main Authors: Misni, F., Lee, L. S.
Format: Article
Language:English
Published: Institute for Mathematical Research, Universiti Putra Malaysia 2021
Online Access:http://psasir.upm.edu.my/id/eprint/94236/1/Modified%20Harmony%20Search%20Algorithm.pdf
http://psasir.upm.edu.my/id/eprint/94236/
https://mjms.upm.edu.my/lihatmakalah.php?kod=2021/January/15/1/1-20
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spelling my.upm.eprints.942362023-05-09T01:50:22Z http://psasir.upm.edu.my/id/eprint/94236/ Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns Misni, F. Lee, L. S. This paper presents a study on the integration of location-inventory-routing problem by considering the returned products of an economic production quantity model in supply chain network design. This model assumes that the returned products can be re-furbished and re-entered into the market to be re-sold. The problem aims to minimise the total cost of establishing the depots, the cost of setup the production and inventory holding, and the cost of delivery travelled by the vehicles. This problem is solved by a proposed Modified Harmony Search (MHS) algorithm with dynamic parameter setting and multi-local neighbourhood search techniques. Computational experiments on benchmark instances show that the proposed MHS outperformed a standard HS for all cases, as well as most of the approaches from the literature. Institute for Mathematical Research, Universiti Putra Malaysia 2021-01-29 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/94236/1/Modified%20Harmony%20Search%20Algorithm.pdf Misni, F. and Lee, L. S. (2021) Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns. Malaysian Journal of Mathematical Sciences, 15 (1). pp. 1-20. ISSN 1823-8343; ESSN: 2289-750X https://mjms.upm.edu.my/lihatmakalah.php?kod=2021/January/15/1/1-20
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/
language English
description This paper presents a study on the integration of location-inventory-routing problem by considering the returned products of an economic production quantity model in supply chain network design. This model assumes that the returned products can be re-furbished and re-entered into the market to be re-sold. The problem aims to minimise the total cost of establishing the depots, the cost of setup the production and inventory holding, and the cost of delivery travelled by the vehicles. This problem is solved by a proposed Modified Harmony Search (MHS) algorithm with dynamic parameter setting and multi-local neighbourhood search techniques. Computational experiments on benchmark instances show that the proposed MHS outperformed a standard HS for all cases, as well as most of the approaches from the literature.
format Article
author Misni, F.
Lee, L. S.
spellingShingle Misni, F.
Lee, L. S.
Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns
author_facet Misni, F.
Lee, L. S.
author_sort Misni, F.
title Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns
title_short Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns
title_full Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns
title_fullStr Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns
title_full_unstemmed Modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns
title_sort modified harmony search algorithm for location-inventory-routing problem in supply chain network design with product returns
publisher Institute for Mathematical Research, Universiti Putra Malaysia
publishDate 2021
url http://psasir.upm.edu.my/id/eprint/94236/1/Modified%20Harmony%20Search%20Algorithm.pdf
http://psasir.upm.edu.my/id/eprint/94236/
https://mjms.upm.edu.my/lihatmakalah.php?kod=2021/January/15/1/1-20
_version_ 1768009391287566336
score 13.211869

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