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Selfish yet Optimal Routing by Adjusting Perceived Traffic Information of Road Networks

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dc.contributor.author Hara, Takanori
dc.contributor.author Sasabe, Masahiro
dc.contributor.author Kasahara, Shoji
dc.date.accessioned 2020-09-18T09:18:12Z
dc.date.available 2020-09-18T09:18:12Z
dc.date.issued 2020-08-27
dc.identifier.uri http://hdl.handle.net/10061/14055
dc.description.abstract Traffic congestion in urban areas causes economic and time loss. Such traffic congestion is caused by selfish routing where users aim to minimize their own travel time. Even if a navigation system provides them with recommended routes, they may not follow the routes, due to dissatisfaction with the expected travel time. In this paper, inspired by the concept of “Nudge”, we propose “selfish yet optimal routing”, where all users rationally aim to minimize their own travel time but social optimal routing emerges from such selfish routing by adjusting their perceived traffic information appropriately. We propose a scheme to derive nudging traffic information that fills the gap between selfish routing criterion and altruistic one by internalizing the marginal cost into the perceived traffic information. Users will conduct the selfish routing under their perceived traffic information, which unconsciously results in the optimal routing. Through numerical experiments using both the artificial road network and the real one, we show that the proposed scheme achieves almost the same performance compared with the optimal routing. In addition, the proposed scheme reduces the average travel time by 19.1% compared with notification of actual traffic information, in case of the central-area road network of Nagoya city, Japan. ja_JP
dc.language.iso en ja_JP
dc.publisher IEEE ja_JP
dc.relation.isreplacedby https://ieeexplore.ieee.org/document/9178750 ja_JP
dc.rights This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/. ja_JP
dc.subject Routing ja_JP
dc.subject Roads ja_JP
dc.subject Pricing ja_JP
dc.subject Navigation ja_JP
dc.subject Urban areas ja_JP
dc.subject Economics ja_JP
dc.title Selfish yet Optimal Routing by Adjusting Perceived Traffic Information of Road Networks ja_JP
dc.type.nii Journal Article ja_JP
dc.contributor.transcription ハラ, タカノリ
dc.contributor.transcription ササベ, マサヒロ
dc.contributor.transcription カサハラ, ショウジ
dc.contributor.alternative 原, 崇徳
dc.contributor.alternative 笹部, 昌弘
dc.contributor.alternative 笠原, 正治
dc.textversion none ja_JP
dc.identifier.eissn 2687-7813
dc.identifier.jtitle IEEE Open Journal of Intelligent Transportation Systems ja_JP
dc.relation.doi 10.1109/OJITS.2020.3019935 ja_JP
dc.identifier.NAIST-ID 85621431 ja_JP
dc.identifier.NAIST-ID 74650847 ja_JP
dc.identifier.NAIST-ID 73298887 ja_JP

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