{"title":"利用群体运输最小化城市物流成本","authors":"Chandra Restu Pakarti, S. Starita","doi":"10.1145/3387168.3387256","DOIUrl":null,"url":null,"abstract":"This study aims to determine the extent to which crowd-shipping delivery can reduce shipping costs. An extension of the classic Capacitated Vehicle Routing Problem (CVRP) is studied to model the possibility of performing deliveries using private citizen. A probabilistic model is incorporated to estimate the likelihood of finding a crowd-shipper for a given compensation. The model is applied to a logistics company based in Bandung, Indonesia. Results indicate significant advantages in using crowd-shipper as opposed to the traditional method. Specifically, costs can be reduced by about 20% and carbon dioxide (CO2) emissions can be reduced by 21% when a base scenario price sensitivity is considered. Overall, the case study suggests potential economic and environmental benefits relying on Occasional Couriers (OC's).","PeriodicalId":346739,"journal":{"name":"Proceedings of the 3rd International Conference on Vision, Image and Signal Processing","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Minimizing Urban Logistics Cost Using Crowd-Shipping\",\"authors\":\"Chandra Restu Pakarti, S. Starita\",\"doi\":\"10.1145/3387168.3387256\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study aims to determine the extent to which crowd-shipping delivery can reduce shipping costs. An extension of the classic Capacitated Vehicle Routing Problem (CVRP) is studied to model the possibility of performing deliveries using private citizen. A probabilistic model is incorporated to estimate the likelihood of finding a crowd-shipper for a given compensation. The model is applied to a logistics company based in Bandung, Indonesia. Results indicate significant advantages in using crowd-shipper as opposed to the traditional method. Specifically, costs can be reduced by about 20% and carbon dioxide (CO2) emissions can be reduced by 21% when a base scenario price sensitivity is considered. Overall, the case study suggests potential economic and environmental benefits relying on Occasional Couriers (OC's).\",\"PeriodicalId\":346739,\"journal\":{\"name\":\"Proceedings of the 3rd International Conference on Vision, Image and Signal Processing\",\"volume\":\"49 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-08-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 3rd International Conference on Vision, Image and Signal Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3387168.3387256\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 3rd International Conference on Vision, Image and Signal Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3387168.3387256","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Minimizing Urban Logistics Cost Using Crowd-Shipping
This study aims to determine the extent to which crowd-shipping delivery can reduce shipping costs. An extension of the classic Capacitated Vehicle Routing Problem (CVRP) is studied to model the possibility of performing deliveries using private citizen. A probabilistic model is incorporated to estimate the likelihood of finding a crowd-shipper for a given compensation. The model is applied to a logistics company based in Bandung, Indonesia. Results indicate significant advantages in using crowd-shipper as opposed to the traditional method. Specifically, costs can be reduced by about 20% and carbon dioxide (CO2) emissions can be reduced by 21% when a base scenario price sensitivity is considered. Overall, the case study suggests potential economic and environmental benefits relying on Occasional Couriers (OC's).