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Holding times to maintain quasi-regular headways and reduce real-time bus bunching
Real-time control strategies deal with the day’s dynamics in bus rapid transit systems. This work focuses on minimizing the number of buses of the same line cruising head-to-tail or arriving at a stop simultaneously by implementing bus holding times at the stops as a control strategy. We propose a n...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10188328/ http://dx.doi.org/10.1007/s12469-023-00326-7 |
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author | Olvera-Toscano, Citlali M. Ríos-Solís, Yasmín Á. Ríos-Mercado, Roger Z. Sánchez Nigenda, Romeo |
author_facet | Olvera-Toscano, Citlali M. Ríos-Solís, Yasmín Á. Ríos-Mercado, Roger Z. Sánchez Nigenda, Romeo |
author_sort | Olvera-Toscano, Citlali M. |
collection | PubMed |
description | Real-time control strategies deal with the day’s dynamics in bus rapid transit systems. This work focuses on minimizing the number of buses of the same line cruising head-to-tail or arriving at a stop simultaneously by implementing bus holding times at the stops as a control strategy. We propose a new mathematical model to determine the bus holding times. It has quadratic constraints but a linear objective function that minimizes the bus bunching penalties. We also propose a beam-search heuristic to reduce computational solution time to solve large instances. Experimental results on a bus rapid transit system simulation in Monterrey, Mexico, show a bus bunching reduction of 45% compared to the case without optimization. Moreover, passenger waiting times are reduced by 30% in some scenarios. For real-world instances with 60 buses, the beam-search approach provides solutions with an optimality gap of less than 5% in less than 3 s. |
format | Online Article Text |
id | pubmed-10188328 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-101883282023-05-19 Holding times to maintain quasi-regular headways and reduce real-time bus bunching Olvera-Toscano, Citlali M. Ríos-Solís, Yasmín Á. Ríos-Mercado, Roger Z. Sánchez Nigenda, Romeo Public Transp Original Research Real-time control strategies deal with the day’s dynamics in bus rapid transit systems. This work focuses on minimizing the number of buses of the same line cruising head-to-tail or arriving at a stop simultaneously by implementing bus holding times at the stops as a control strategy. We propose a new mathematical model to determine the bus holding times. It has quadratic constraints but a linear objective function that minimizes the bus bunching penalties. We also propose a beam-search heuristic to reduce computational solution time to solve large instances. Experimental results on a bus rapid transit system simulation in Monterrey, Mexico, show a bus bunching reduction of 45% compared to the case without optimization. Moreover, passenger waiting times are reduced by 30% in some scenarios. For real-world instances with 60 buses, the beam-search approach provides solutions with an optimality gap of less than 5% in less than 3 s. Springer Berlin Heidelberg 2023-05-17 /pmc/articles/PMC10188328/ http://dx.doi.org/10.1007/s12469-023-00326-7 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Olvera-Toscano, Citlali M. Ríos-Solís, Yasmín Á. Ríos-Mercado, Roger Z. Sánchez Nigenda, Romeo Holding times to maintain quasi-regular headways and reduce real-time bus bunching |
title | Holding times to maintain quasi-regular headways and reduce real-time bus bunching |
title_full | Holding times to maintain quasi-regular headways and reduce real-time bus bunching |
title_fullStr | Holding times to maintain quasi-regular headways and reduce real-time bus bunching |
title_full_unstemmed | Holding times to maintain quasi-regular headways and reduce real-time bus bunching |
title_short | Holding times to maintain quasi-regular headways and reduce real-time bus bunching |
title_sort | holding times to maintain quasi-regular headways and reduce real-time bus bunching |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10188328/ http://dx.doi.org/10.1007/s12469-023-00326-7 |
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