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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
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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
Date of Issue 2023-07-27 (CCS) 


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