Research on LRP Integration of E-Commerce Logistics under the Background of Integration of Collection and Distribution
The distribution network composed of location and route is an important part of e-commerce logistics. With the continuous improvement of e-commerce requirements for logistics level, the practice of planning logistics network only from the perspective of the network location or the vehicle route can...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2021/6038947 |
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| _version_ | 1832560766403739648 |
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| author | Jiali Li Zhijie Zhao Tao Cheng |
| author_facet | Jiali Li Zhijie Zhao Tao Cheng |
| author_sort | Jiali Li |
| collection | DOAJ |
| description | The distribution network composed of location and route is an important part of e-commerce logistics. With the continuous improvement of e-commerce requirements for logistics level, the practice of planning logistics network only from the perspective of the network location or the vehicle route can no longer meet the actual demand. In addition to the comprehensive consideration of the location-routing problem, the reverse logistics caused by customers’ returning goods should be taken into account. In this paper, the destruction and reorganization strategy of adaptive large-scale neighborhood search algorithm was introduced into the traditional genetic algorithm, so as to conduct research on the logistics location-routing problem under the background of integration of collection and distribution. Finally, the effectiveness of the optimized genetic algorithm was verified by Matlab tools and the existing bench-marking data set of the location-routing problem, which provided reference for the planning and decision-making of logistics enterprises. |
| format | Article |
| id | doaj-art-d0a11655f45146d9b97da3588500fdad |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-d0a11655f45146d9b97da3588500fdad2025-02-03T01:26:53ZengWileyDiscrete Dynamics in Nature and Society1607-887X2021-01-01202110.1155/2021/6038947Research on LRP Integration of E-Commerce Logistics under the Background of Integration of Collection and DistributionJiali Li0Zhijie Zhao1Tao Cheng2Northeast Asia Service Outsourcing Research CenterNortheast Asia Service Outsourcing Research CenterNortheast Asia Service Outsourcing Research CenterThe distribution network composed of location and route is an important part of e-commerce logistics. With the continuous improvement of e-commerce requirements for logistics level, the practice of planning logistics network only from the perspective of the network location or the vehicle route can no longer meet the actual demand. In addition to the comprehensive consideration of the location-routing problem, the reverse logistics caused by customers’ returning goods should be taken into account. In this paper, the destruction and reorganization strategy of adaptive large-scale neighborhood search algorithm was introduced into the traditional genetic algorithm, so as to conduct research on the logistics location-routing problem under the background of integration of collection and distribution. Finally, the effectiveness of the optimized genetic algorithm was verified by Matlab tools and the existing bench-marking data set of the location-routing problem, which provided reference for the planning and decision-making of logistics enterprises.http://dx.doi.org/10.1155/2021/6038947 |
| spellingShingle | Jiali Li Zhijie Zhao Tao Cheng Research on LRP Integration of E-Commerce Logistics under the Background of Integration of Collection and Distribution Discrete Dynamics in Nature and Society |
| title | Research on LRP Integration of E-Commerce Logistics under the Background of Integration of Collection and Distribution |
| title_full | Research on LRP Integration of E-Commerce Logistics under the Background of Integration of Collection and Distribution |
| title_fullStr | Research on LRP Integration of E-Commerce Logistics under the Background of Integration of Collection and Distribution |
| title_full_unstemmed | Research on LRP Integration of E-Commerce Logistics under the Background of Integration of Collection and Distribution |
| title_short | Research on LRP Integration of E-Commerce Logistics under the Background of Integration of Collection and Distribution |
| title_sort | research on lrp integration of e commerce logistics under the background of integration of collection and distribution |
| url | http://dx.doi.org/10.1155/2021/6038947 |
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