Valentina Falvo, M. Scalise, Francesco Lupia, Pierfrancesco Casella, M. Cannataro
{"title":"A Cooperative Vehicle Routing Platform for Logistic Management in Healthcare","authors":"Valentina Falvo, M. Scalise, Francesco Lupia, Pierfrancesco Casella, M. Cannataro","doi":"10.1145/3233547.3233728","DOIUrl":null,"url":null,"abstract":"In order to reduce the cost of healthcare processes, optimization systems are used to optimize logistics in healthcare. Algorithms for solving the so-called Vehicle Routing Problem (VRP) are more and more applied in healthcare systems requiring the movement of nursery/medical staff or patients. In this paper, we introduce a novel software platform that uses a cooperative vehicle routing algorithm and is able to reduce transportation costs in healthcare applications requiring the movement of nursery/medical staff. The COOP_VR platform adapts an already existing VRP algorithm to the healthcare context and allows the cooperation between two independent healthcare organizations (shippers) that manage their own vehicle fleets in a given geographic area. Preliminary simulation results show the possibility to reduce costs for both healthcare organizations in a range between 1% and 21% of the initial transportation costs.","PeriodicalId":131906,"journal":{"name":"Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3233547.3233728","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In order to reduce the cost of healthcare processes, optimization systems are used to optimize logistics in healthcare. Algorithms for solving the so-called Vehicle Routing Problem (VRP) are more and more applied in healthcare systems requiring the movement of nursery/medical staff or patients. In this paper, we introduce a novel software platform that uses a cooperative vehicle routing algorithm and is able to reduce transportation costs in healthcare applications requiring the movement of nursery/medical staff. The COOP_VR platform adapts an already existing VRP algorithm to the healthcare context and allows the cooperation between two independent healthcare organizations (shippers) that manage their own vehicle fleets in a given geographic area. Preliminary simulation results show the possibility to reduce costs for both healthcare organizations in a range between 1% and 21% of the initial transportation costs.