The layout of net points plays a key role in the operation of an enterprise. Research on the layout of net points and optimisation of express enterprises has important practical significance. In this paper an optimisation model is developed, which takes minimising the total cost of the subordinate net points layout of express enterprises as the objective function on the premise of guaranteed express delivery time. The aim of the optimisation model is to reduce the cost of enterprises; it also takes customer satisfaction into consideration. The shuffled complex evolution method developed at the University of Arizona (SCE-UA) algorithm is applied to solve the optimisation problem. Finally, to test the accuracy of the proposed optimisation model, the current subordinate net points layout of ZTO Express in Dalian city is used as the case study. The result shows that the proposed model provides a good performance in term of obtaining the optimal form of quantity and spatial layout of subordinate net points. The result also indicates that the proposed model can provide practical methods and ideas for express enterprises in terms of planning and distributing subordinate net points in the future.
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February 2020
Research Article|
April 30 2018
Optimising subordinate net points layout of express enterprise with SCE-UA algorithm Available to Purchase
Bin Yu, PhD;
Bin Yu, PhD
Professor, School of Transportation Science and Engineering, Beihang University, Beijing, P.R. China; Transportation Management College, Dalian Maritime University, Dalian, P.R. China
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Huaizhu Wang, MSc;
Huaizhu Wang, MSc
Postgraduate student, School of Transportation Science and Engineering, Beihang University, Beijing, P.R. China; Transportation Management College, Dalian Maritime University, Dalian, P.R. China
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Xiaolin Song, MS;
Xiaolin Song, MS
Engineer, Transportation Management College, Dalian Maritime University, Dalian, P.R. China
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Zhigang Zhao, MS;
Zhigang Zhao, MS
Engineer, Transportation Management College, Dalian Maritime University, Dalian, P.R. China
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Zhihui Tian, PhD;
Zhihui Tian, PhD
PhD candiate, State Key Laboratory of Structural Analysis for Industrial Equipment, School of Automotive Engineering, Dalian University of Technology, Dalian, P.R. China
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Baozhen Yao, PhD
Baozhen Yao, PhD
Professor, State Key Laboratory of Structural Analysis for Industrial Equipment, School of Automotive Engineering, Dalian University of Technology, Dalian, P.R. China (corresponding author: yaobaozhen@hotmail.com)
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Publisher: Emerald Publishing
Received:
May 19 2016
Accepted:
March 16 2018
Online ISSN: 1751-7710
Print ISSN: 0965-092X
ICE Publishing: All rights reserved
2018
Proceedings of the Institution of Civil Engineers - Transport (2020) 173 (1): 51–58.
Article history
Received:
May 19 2016
Accepted:
March 16 2018
Citation
Yu B, Wang H, Song X, Zhao Z, Tian Z, Yao B (2020), "Optimising subordinate net points layout of express enterprise with SCE-UA algorithm". Proceedings of the Institution of Civil Engineers - Transport, Vol. 173 No. 1 pp. 51–58, doi: https://doi.org/10.1680/jtran.16.00092
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