A simulated annealing approach for redesigning a warehouse network problem

Now a day, several companies consider downsizing their distribution networks in ways that involve consolidation or phase-out of some of their current warehousing facilities due to the increasing competition, mounting cost pressure and taking advantage on the economies of scale. Consequently, the c...

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Main Authors:	Rozieana, Khairuddin, Zaitul Marlizawati, Zainuddin, Gan, Jia Jiun
Format:	Conference or Workshop Item
Language:	English
Published:	IOP Publishing 2017
Subjects:	QA Mathematics
Online Access:	http://umpir.ump.edu.my/id/eprint/20022/ http://umpir.ump.edu.my/id/eprint/20022/ http://umpir.ump.edu.my/id/eprint/20022/1/Khairuddin_2017_J._Phys.%253A_Conf._Ser._890_012109.pdf

id	ump-20022
recordtype	eprints
spelling	ump-200222018-07-19T01:17:09Z http://umpir.ump.edu.my/id/eprint/20022/ A simulated annealing approach for redesigning a warehouse network problem Rozieana, Khairuddin Zaitul Marlizawati, Zainuddin Gan, Jia Jiun QA Mathematics Now a day, several companies consider downsizing their distribution networks in ways that involve consolidation or phase-out of some of their current warehousing facilities due to the increasing competition, mounting cost pressure and taking advantage on the economies of scale. Consequently, the changes on economic situation after a certain period of time require an adjustment on the network model in order to get the optimal cost under the current economic conditions. This paper aimed to develop a mixed-integer linear programming model for a two-echelon warehouse network redesign problem with capacitated plant and uncapacitated warehouses. The main contribution of this study is considering capacity constraint for existing warehouses. A Simulated Annealing algorithm is proposed to tackle with the proposed model. The numerical solution showed the model and method of solution proposed was practical. IOP Publishing 2017 Conference or Workshop Item PeerReviewed application/pdf en cc_by http://umpir.ump.edu.my/id/eprint/20022/1/Khairuddin_2017_J._Phys.%253A_Conf._Ser._890_012109.pdf Rozieana, Khairuddin and Zaitul Marlizawati, Zainuddin and Gan, Jia Jiun (2017) A simulated annealing approach for redesigning a warehouse network problem. In: Journal of Physics: Conference Series, 1st International Conference on Applied & Industrial Mathematics and Statistics 2017 (ICoAIMS 2017), 8-10 August 2017 , Kuantan, Pahang, Malaysia. pp. 1-7., 890 (012109). ISSN 1742-6588 (print); 1742-6596 (online) https://doi.org/10.1088/1742-6596/890/1/012109
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA Mathematics
spellingShingle	QA Mathematics Rozieana, Khairuddin Zaitul Marlizawati, Zainuddin Gan, Jia Jiun A simulated annealing approach for redesigning a warehouse network problem
description	Now a day, several companies consider downsizing their distribution networks in ways that involve consolidation or phase-out of some of their current warehousing facilities due to the increasing competition, mounting cost pressure and taking advantage on the economies of scale. Consequently, the changes on economic situation after a certain period of time require an adjustment on the network model in order to get the optimal cost under the current economic conditions. This paper aimed to develop a mixed-integer linear programming model for a two-echelon warehouse network redesign problem with capacitated plant and uncapacitated warehouses. The main contribution of this study is considering capacity constraint for existing warehouses. A Simulated Annealing algorithm is proposed to tackle with the proposed model. The numerical solution showed the model and method of solution proposed was practical.
format	Conference or Workshop Item
author	Rozieana, Khairuddin Zaitul Marlizawati, Zainuddin Gan, Jia Jiun
author_facet	Rozieana, Khairuddin Zaitul Marlizawati, Zainuddin Gan, Jia Jiun
author_sort	Rozieana, Khairuddin
title	A simulated annealing approach for redesigning a warehouse network problem
title_short	A simulated annealing approach for redesigning a warehouse network problem
title_full	A simulated annealing approach for redesigning a warehouse network problem
title_fullStr	A simulated annealing approach for redesigning a warehouse network problem
title_full_unstemmed	A simulated annealing approach for redesigning a warehouse network problem
title_sort	simulated annealing approach for redesigning a warehouse network problem
publisher	IOP Publishing
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/20022/ http://umpir.ump.edu.my/id/eprint/20022/ http://umpir.ump.edu.my/id/eprint/20022/1/Khairuddin_2017_J._Phys.%253A_Conf._Ser._890_012109.pdf
first_indexed	2023-09-18T22:28:41Z
last_indexed	2023-09-18T22:28:41Z
_version_	1777416139395039232

A simulated annealing approach for redesigning a warehouse network problem

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