A Novel Intensive Distribution Logistics Network Design and Profit Allocation Problem considering Sharing Economy

The rapid growth of logistics distribution highlights the problems including the imperfect infrastructure of logistics distribution network, the serious shortage of distribution capacity of each individual enterprise, and the high cost of distribution in China. While the development of sharing econo...

Full description

Saved in:
Bibliographic Details
Main Authors: Mi Gan, Shuai Yang, Dandan Li, Mingfei Wang, Si Chen, Ronghui Xie, Jiyang Liu
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2018/4678358
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1832556347857567744
author Mi Gan
Shuai Yang
Dandan Li
Mingfei Wang
Si Chen
Ronghui Xie
Jiyang Liu
author_facet Mi Gan
Shuai Yang
Dandan Li
Mingfei Wang
Si Chen
Ronghui Xie
Jiyang Liu
author_sort Mi Gan
collection DOAJ
description The rapid growth of logistics distribution highlights the problems including the imperfect infrastructure of logistics distribution network, the serious shortage of distribution capacity of each individual enterprise, and the high cost of distribution in China. While the development of sharing economy makes it possible to achieve the integration of whole social logistic resources, big data technology can grasp customer’s logistics demand accurately on the basis of analyzing the customer’s logistics distribution preference, which contributes to the integration and optimization of the whole logistics resources. This paper proposes a kind of intensive distribution logistics network considering sharing economy, which assumes that all the social logistics suppliers build a strategic alliance, and individual idle logistics resources are also used to deal with distribution needs. Analyzing customer shopping behavior by the big data technology to determine customer’s logistics preference on the basis of dividing the customer’s logistics preference into high speed, low cost, and low pollution and then constructing the corresponding objective function model according to different logistics preferences, we obtain the intensive distribution logistics network model and solve it with heuristic algorithm. Furthermore, this paper analyzes the mechanism of interest distribution of the participants in the distribution network and puts forward an improved interval Shapley value method considering both satisfaction and contribution, with case verifying the feasibility and effectiveness of the model. The results showed that, compared with the traditional Shapley method, distribution coefficient calculated by the improved model could be fairer, improve stakeholder satisfaction, and promote the sustainable development of the alliance as well.
format Article
id doaj-art-9e5dd9ab40d642069b3b851dcec4add4
institution Kabale University
issn 1076-2787
1099-0526
language English
publishDate 2018-01-01
publisher Wiley
record_format Article
series Complexity
spelling doaj-art-9e5dd9ab40d642069b3b851dcec4add42025-02-03T05:45:47ZengWileyComplexity1076-27871099-05262018-01-01201810.1155/2018/46783584678358A Novel Intensive Distribution Logistics Network Design and Profit Allocation Problem considering Sharing EconomyMi Gan0Shuai Yang1Dandan Li2Mingfei Wang3Si Chen4Ronghui Xie5Jiyang Liu6School of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Transportation and Logistics, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaThe rapid growth of logistics distribution highlights the problems including the imperfect infrastructure of logistics distribution network, the serious shortage of distribution capacity of each individual enterprise, and the high cost of distribution in China. While the development of sharing economy makes it possible to achieve the integration of whole social logistic resources, big data technology can grasp customer’s logistics demand accurately on the basis of analyzing the customer’s logistics distribution preference, which contributes to the integration and optimization of the whole logistics resources. This paper proposes a kind of intensive distribution logistics network considering sharing economy, which assumes that all the social logistics suppliers build a strategic alliance, and individual idle logistics resources are also used to deal with distribution needs. Analyzing customer shopping behavior by the big data technology to determine customer’s logistics preference on the basis of dividing the customer’s logistics preference into high speed, low cost, and low pollution and then constructing the corresponding objective function model according to different logistics preferences, we obtain the intensive distribution logistics network model and solve it with heuristic algorithm. Furthermore, this paper analyzes the mechanism of interest distribution of the participants in the distribution network and puts forward an improved interval Shapley value method considering both satisfaction and contribution, with case verifying the feasibility and effectiveness of the model. The results showed that, compared with the traditional Shapley method, distribution coefficient calculated by the improved model could be fairer, improve stakeholder satisfaction, and promote the sustainable development of the alliance as well.http://dx.doi.org/10.1155/2018/4678358
spellingShingle Mi Gan
Shuai Yang
Dandan Li
Mingfei Wang
Si Chen
Ronghui Xie
Jiyang Liu
A Novel Intensive Distribution Logistics Network Design and Profit Allocation Problem considering Sharing Economy
Complexity
title A Novel Intensive Distribution Logistics Network Design and Profit Allocation Problem considering Sharing Economy
title_full A Novel Intensive Distribution Logistics Network Design and Profit Allocation Problem considering Sharing Economy
title_fullStr A Novel Intensive Distribution Logistics Network Design and Profit Allocation Problem considering Sharing Economy
title_full_unstemmed A Novel Intensive Distribution Logistics Network Design and Profit Allocation Problem considering Sharing Economy
title_short A Novel Intensive Distribution Logistics Network Design and Profit Allocation Problem considering Sharing Economy
title_sort novel intensive distribution logistics network design and profit allocation problem considering sharing economy
url http://dx.doi.org/10.1155/2018/4678358
work_keys_str_mv AT migan anovelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT shuaiyang anovelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT dandanli anovelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT mingfeiwang anovelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT sichen anovelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT ronghuixie anovelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT jiyangliu anovelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT migan novelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT shuaiyang novelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT dandanli novelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT mingfeiwang novelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT sichen novelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT ronghuixie novelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy
AT jiyangliu novelintensivedistributionlogisticsnetworkdesignandprofitallocationproblemconsideringsharingeconomy