Reverse Logistic Network Optimization Research for Sharing Bikes

被引:9
作者
Wang, Xuping [1 ,2 ]
Zhao, Mingming [2 ]
He, Honghui [1 ]
机构
[1] Dalian Univ Technol, Inst Syst Engn, 2 Linggong Rd, Dalian 116024, Peoples R China
[2] Dalian Univ Technol, Sch Business, 2 Dagong Rd, Panjin 124221, Peoples R China
来源
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KES-2018) | 2018年 / 126卷
基金
中国国家自然科学基金;
关键词
Sharing economy; reverse logistic network; MGSA;
D O I
10.1016/j.procs.2018.08.108
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the fast development of sharing economy and network, sharing bikes increasingly become more and more popular. Sharing bikes are devoted to solving the problem in the last trip. In order to realize the maximization of benefit, companies always invest a large number sharing bikes to enhance the occupation ratio of market. However, they don't recovery the faulty bikes, thus causing traffic congestion and environmental pollution. This paper observes the cost of reverse logistic and customer satisfaction in significant regionals, then establishes a reverse logistic network for faulty sharing bikes. A Modified Genetic Simulated Annealing Algorithm(MGSA) is applied to solve this model. The computation results verify the effectiveness of the MGSA. (C) 2018 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:1693 / 1703
页数:11
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