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个人信息Personal Information
教授
博士生导师
硕士生导师
性别:女
毕业院校:北京交通大学
学位:博士
所在单位:机械工程学院
学科:载运工具运用工程. 车辆工程
办公地点:大连理工大学实验2号楼(直角楼)420
联系方式:大连理工大学汽车工程学院
电子邮箱:yaobaozhen@dlut.edu.cn
Optimising subordinate net points layout of express enterprise with SCE-UA algorithm
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论文类型:期刊论文
发表时间:2020-02-01
发表刊物:PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT
收录刊物:EI、SCIE
卷号:173
期号:1
页面范围:51-58
ISSN号:0965-092X
关键字:airports; logistics; transport management
摘要: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.