Design of a multiobjective reverse logistics network considering the cost and service level
type: Item
instance of: scholarly article
title: Design of a multiobjective reverse logistics network considering the cost and service level
zbMATH Open document ID: 1264.90019
DOI: 10.1155/2012/928620
author: Shuang Li
author: Nengmin Wang
author: Zhengwen He
author: Ada Che
author: Yungao Ma
published in: Mathematical Problems in Engineering
publication date: 2013-06-11T00:00:00Z
review text: Summary: Reverse logistics, which is induced by various forms of used products and materials, has received growing attention throughout this decade. In a highly competitive environment, the service level is an important criterion for reverse logistics network design. However, most previous studies about product returns only focused on the total cost of the reverse logistics and neglected the service level. To help a manufacturer of electronic products provide quality postsale repair service for their consumer, this paper proposes a multiobjective reverse logistics network optimisation model that considers the objectives of the cost, the total tardiness of the cycle time, and the coverage of customer zones. The Nondominated Sorting Genetic Algorithm II (NSGA-II) is employed for solving this multiobjective optimisation model. To evaluate the performance of NSGA-II, a genetic algorithm based on weighted sum approach and Multiobjective Simulated Annealing (MOSA) are also applied. The performance of these three heuristic algorithms is compared using numerical examples. The computational results show that NSGA-II outperforms MOSA and the genetic algorithm based on weighted sum approach. Furthermore, the key parameters of the model are tested, and some conclusions are drawn.
Mathematics Subject Classification ID: 90B06
Mathematics Subject Classification ID: 90C29
Mathematics Subject Classification ID: 90B10
zbMATH DE Number: 6173699
describes a project that uses: MENU-OKF
describes a project that uses: MOD-DIST
describes a project that uses: SITATION
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2012/928620
OpenAlex ID: W2133193951
Wikidata QID: Q58912695
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description: scientific article; zbMATH DE number 6173699