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Modeling and Optimization of the Multiobjective Stochastic Joint Replenishment and Delivery Problem under Supply Chain Environment
Joint Authors
Liu, Shan
Dun, Cai-xia
Wang, Lin
Qu, Hui
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-10-31
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
As a practical inventory and transportation problem, it is important to synthesize several objectives for the joint replenishment and delivery (JRD) decision.
In this paper, a new multiobjective stochastic JRD (MSJRD) of the one-warehouse and n-retailer systems considering the balance of service level and total cost simultaneously is proposed.
The goal of this problem is to decide the reasonable replenishment interval, safety stock factor, and traveling routing.
Secondly, two approaches are designed to handle this complex multi-objective optimization problem.
Linear programming (LP) approach converts the multi-objective to single objective, while a multi-objective evolution algorithm (MOEA) solves a multi-objective problem directly.
Thirdly, three intelligent optimization algorithms, differential evolution algorithm (DE), hybrid DE (HDE), and genetic algorithm (GA), are utilized in LP-based and MOEA-based approaches.
Results of the MSJRD with LP-based and MOEA-based approaches are compared by a contrastive numerical example.
To analyses the nondominated solution of MOEA, a metric is also used to measure the distribution of the last generation solution.
Results show that HDE outperforms DE and GA whenever LP or MOEA is adopted.
American Psychological Association (APA)
Wang, Lin& Qu, Hui& Liu, Shan& Dun, Cai-xia. 2013. Modeling and Optimization of the Multiobjective Stochastic Joint Replenishment and Delivery Problem under Supply Chain Environment. The Scientific World Journal،Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-1033430
Modern Language Association (MLA)
Wang, Lin…[et al.]. Modeling and Optimization of the Multiobjective Stochastic Joint Replenishment and Delivery Problem under Supply Chain Environment. The Scientific World Journal No. 2013 (2013), pp.1-11.
https://search.emarefa.net/detail/BIM-1033430
American Medical Association (AMA)
Wang, Lin& Qu, Hui& Liu, Shan& Dun, Cai-xia. Modeling and Optimization of the Multiobjective Stochastic Joint Replenishment and Delivery Problem under Supply Chain Environment. The Scientific World Journal. 2013. Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-1033430
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1033430