{"title":"Fresh agricultural products logistics network optimization incorporating departure time under the origin e-commerce model","authors":"Qunli Yuchi, Wenjing Liao, Juhong Chen","doi":"10.1007/s10479-025-06622-8","DOIUrl":null,"url":null,"abstract":"<div><p>This paper focuses on the design and optimization of the logistics network for fresh agricultural products (FAPs) e-commerce under the new origin e-commerce model. Compared to previous research, it specifically addresses the continuous and non-uniform character of orders and optimizes the departure time of vehicles. The objective is to reduce consumer waiting time costs, FAPs' quality loss costs, and logistics-related costs. We proposed a customized heuristic algorithm to solve the model and determined through numerical testing that the logistics plan with the optimal departure time is better than the fixed departure time logistics plan. Furthermore, comprehensive sensitivity analyses demonstrate that adjusting key cost parameters within feasible thresholds can offset their individual impacts on total cost, thereby maintaining cost stability. Logistics efficiency can only be constantly improved to lower time penalty costs, since it is more difficult to reduce costs connected to customer time satisfaction by coordinating other expenditures.</p></div>","PeriodicalId":8215,"journal":{"name":"Annals of Operations Research","volume":"349 3","pages":"1957 - 1984"},"PeriodicalIF":4.5000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of Operations Research","FirstCategoryId":"91","ListUrlMain":"https://link.springer.com/article/10.1007/s10479-025-06622-8","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPERATIONS RESEARCH & MANAGEMENT SCIENCE","Score":null,"Total":0}
引用次数: 0
Abstract
This paper focuses on the design and optimization of the logistics network for fresh agricultural products (FAPs) e-commerce under the new origin e-commerce model. Compared to previous research, it specifically addresses the continuous and non-uniform character of orders and optimizes the departure time of vehicles. The objective is to reduce consumer waiting time costs, FAPs' quality loss costs, and logistics-related costs. We proposed a customized heuristic algorithm to solve the model and determined through numerical testing that the logistics plan with the optimal departure time is better than the fixed departure time logistics plan. Furthermore, comprehensive sensitivity analyses demonstrate that adjusting key cost parameters within feasible thresholds can offset their individual impacts on total cost, thereby maintaining cost stability. Logistics efficiency can only be constantly improved to lower time penalty costs, since it is more difficult to reduce costs connected to customer time satisfaction by coordinating other expenditures.
期刊介绍:
The Annals of Operations Research publishes peer-reviewed original articles dealing with key aspects of operations research, including theory, practice, and computation. The journal publishes full-length research articles, short notes, expositions and surveys, reports on computational studies, and case studies that present new and innovative practical applications.
In addition to regular issues, the journal publishes periodic special volumes that focus on defined fields of operations research, ranging from the highly theoretical to the algorithmic and the applied. These volumes have one or more Guest Editors who are responsible for collecting the papers and overseeing the refereeing process.