Tommaso Toso, Francesca Parise, Paolo Frasca, Alain Y. Kibangou
{"title":"On the impact of coordinated fleets size on traffic efficiency","authors":"Tommaso Toso, Francesca Parise, Paolo Frasca, Alain Y. Kibangou","doi":"arxiv-2408.15742","DOIUrl":null,"url":null,"abstract":"We investigate a traffic assignment problem on a transportation network,\nconsidering both the demands of individual drivers and of a large fleet\ncontrolled by a central operator (minimizing the fleet's average travel time).\nWe formulate this problem as a two-player convex game and we study how the size\nof the coordinated fleet, measured in terms of share of the total demand,\ninfluences the Price of Anarchy (PoA). We show that, for two-terminal networks,\nthere are cases in which the fleet must reach a minimum share before actually\naffecting the PoA, which otherwise remains unchanged. Moreover, for parallel\nnetworks, we prove that the PoA is monotonically non-increasing in the fleet\nshare.","PeriodicalId":501316,"journal":{"name":"arXiv - CS - Computer Science and Game Theory","volume":"27 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Computer Science and Game Theory","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2408.15742","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
We investigate a traffic assignment problem on a transportation network,
considering both the demands of individual drivers and of a large fleet
controlled by a central operator (minimizing the fleet's average travel time).
We formulate this problem as a two-player convex game and we study how the size
of the coordinated fleet, measured in terms of share of the total demand,
influences the Price of Anarchy (PoA). We show that, for two-terminal networks,
there are cases in which the fleet must reach a minimum share before actually
affecting the PoA, which otherwise remains unchanged. Moreover, for parallel
networks, we prove that the PoA is monotonically non-increasing in the fleet
share.