| Paper Abstract and Keywords |
| Presentation |
2023-08-03 10:15
Genetic Algorithm for Dynamic Reversible Lanes and Predicted Speed based Rerouting to reduce Total Trave Time Hugo Farajallah, Naoaki Yamanaka (Keio Univ.) CCS2023-17 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Congestion is an ever-growing issue, representing a huge time loss for individuals and cities alike. To avoid the cost of building new lanes, we studied the use of Dynamic Reversible Lanes (DRL), which can change direction in real time. Using a genetic algorithm, we developed a method for reversing lanes working in a constant time, and we demonstrated that a network with reversible lanes can perform as high as 90% of the total travel time (TTT) of a similar network with twice its number of lanes. We extended this algorithm with a real-time rerouting for cars, to provides robustness against unexpected traffic and yields an additional 5% increase in TTT. According to our simulation, combining both methods reduces the TTT for vehicles by more than 20%. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
DRL / urban congestion / metaheuristic / genetic algorithm / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 123, no. 147, CCS2023-17, pp. 1-6, Aug. 2023. |
| Paper # |
CCS2023-17 |
| Date of Issue |
2023-07-27 (CCS) |
| ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
CCS2023-17 |
| Conference Information |
| Committee |
CCS IN |
| Conference Date |
2023-08-03 - 2023-08-04 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Banya-no-yu |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
CCS, IN, etc. |
| Paper Information |
| Registration To |
CCS |
| Conference Code |
2023-08-CCS-IN |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Genetic Algorithm for Dynamic Reversible Lanes and Predicted Speed based Rerouting to reduce Total Trave Time |
| Sub Title (in English) |
|
| Keyword(1) |
DRL |
| Keyword(2) |
urban congestion |
| Keyword(3) |
metaheuristic |
| Keyword(4) |
genetic algorithm |
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| 1st Author's Name |
Hugo Farajallah |
| 1st Author's Affiliation |
Keio University (Keio Univ.) |
| 2nd Author's Name |
Naoaki Yamanaka |
| 2nd Author's Affiliation |
Keio University (Keio Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2023-08-03 10:15:00 |
| Presentation Time |
18 minutes |
| Registration for |
CCS |
| Paper # |
CCS2023-17 |
| Volume (vol) |
vol.123 |
| Number (no) |
no.147 |
| Page |
pp.1-6 |
| #Pages |
6 |
| Date of Issue |
2023-07-27 (CCS) |