Multiobjective Optimization of Signal Timings for Two-Stage, Midblock Pedestrian Crosswalk

To improve convenience and safety for pedestrians, signalized two-stage, midblock pedestrian crosswalks are increasingly being installed in highly populated areas in developing countries such as China. This paper presents a multiobjective optimization model and its solution algorithm for optimal con...

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Published in:Transportation Research Record: Journal of the Transportation Research Board
Main Authors: Ma, Wanjing, Liu, Yue, Xie, Hanzhou, Yang, Xiaoguang
Format: Article in Journal/Newspaper
Language:English
Published: SAGE Publications 2011
Subjects:
Online Access:http://dx.doi.org/10.3141/2264-05
https://journals.sagepub.com/doi/pdf/10.3141/2264-05
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spelling crsagepubl:10.3141/2264-05 2024-10-29T17:47:11+00:00 Multiobjective Optimization of Signal Timings for Two-Stage, Midblock Pedestrian Crosswalk Ma, Wanjing Liu, Yue Xie, Hanzhou Yang, Xiaoguang 2011 http://dx.doi.org/10.3141/2264-05 https://journals.sagepub.com/doi/pdf/10.3141/2264-05 en eng SAGE Publications https://journals.sagepub.com/page/policies/text-and-data-mining-license Transportation Research Record: Journal of the Transportation Research Board volume 2264, issue 1, page 34-43 ISSN 0361-1981 2169-4052 journal-article 2011 crsagepubl https://doi.org/10.3141/2264-05 2024-10-08T04:07:30Z To improve convenience and safety for pedestrians, signalized two-stage, midblock pedestrian crosswalks are increasingly being installed in highly populated areas in developing countries such as China. This paper presents a multiobjective optimization model and its solution algorithm for optimal control of a two-stage, midblock crosswalk on a street with both vehicular and pedestrian traffic. The proposed model aims to produce the optimal signal timings at the crosswalk to accommodate both traffic modes and to adjust the offsets of the pedestrian signals for the two stages concurrently to minimize pedestrian delays and relieve congestion at a central refuge island, the safe area for pedestrians to stop. The proposed model and algorithm have three distinguishing features: (a) they explicitly model pedestrian delays at the two-stage controlled crosswalk, including delays at both the curbside and the central refuge island; (b) they model the number of pedestrians waiting on the central refuge island according to the change in signal timing; and (c) they have application in a multiobjective optimization approach to study the effectiveness of mid-block crosswalk control under conditions in which the priorities between vehicular and pedestrian traffic differ. A heuristic based on nondominated sorting genetic algorithm II was designed to solve the model and generate the Pareto solution set for signal timings. The results of the case study showed that the proposed model would help traffic practitioners, researchers, and authorities properly design signal timing plans and central refuge islands for two-stage midblock pedestrian crosswalks. Article in Journal/Newspaper Refuge Islands SAGE Publications Island B ENVELOPE(-115.736,-115.736,60.850,60.850) Refuge Island ENVELOPE(-132.307,-132.307,54.112,54.112) Refuge Islands ENVELOPE(-67.166,-67.166,-68.350,-68.350) Transportation Research Record: Journal of the Transportation Research Board 2264 1 34 43
institution Open Polar
collection SAGE Publications
op_collection_id crsagepubl
language English
description To improve convenience and safety for pedestrians, signalized two-stage, midblock pedestrian crosswalks are increasingly being installed in highly populated areas in developing countries such as China. This paper presents a multiobjective optimization model and its solution algorithm for optimal control of a two-stage, midblock crosswalk on a street with both vehicular and pedestrian traffic. The proposed model aims to produce the optimal signal timings at the crosswalk to accommodate both traffic modes and to adjust the offsets of the pedestrian signals for the two stages concurrently to minimize pedestrian delays and relieve congestion at a central refuge island, the safe area for pedestrians to stop. The proposed model and algorithm have three distinguishing features: (a) they explicitly model pedestrian delays at the two-stage controlled crosswalk, including delays at both the curbside and the central refuge island; (b) they model the number of pedestrians waiting on the central refuge island according to the change in signal timing; and (c) they have application in a multiobjective optimization approach to study the effectiveness of mid-block crosswalk control under conditions in which the priorities between vehicular and pedestrian traffic differ. A heuristic based on nondominated sorting genetic algorithm II was designed to solve the model and generate the Pareto solution set for signal timings. The results of the case study showed that the proposed model would help traffic practitioners, researchers, and authorities properly design signal timing plans and central refuge islands for two-stage midblock pedestrian crosswalks.
format Article in Journal/Newspaper
author Ma, Wanjing
Liu, Yue
Xie, Hanzhou
Yang, Xiaoguang
spellingShingle Ma, Wanjing
Liu, Yue
Xie, Hanzhou
Yang, Xiaoguang
Multiobjective Optimization of Signal Timings for Two-Stage, Midblock Pedestrian Crosswalk
author_facet Ma, Wanjing
Liu, Yue
Xie, Hanzhou
Yang, Xiaoguang
author_sort Ma, Wanjing
title Multiobjective Optimization of Signal Timings for Two-Stage, Midblock Pedestrian Crosswalk
title_short Multiobjective Optimization of Signal Timings for Two-Stage, Midblock Pedestrian Crosswalk
title_full Multiobjective Optimization of Signal Timings for Two-Stage, Midblock Pedestrian Crosswalk
title_fullStr Multiobjective Optimization of Signal Timings for Two-Stage, Midblock Pedestrian Crosswalk
title_full_unstemmed Multiobjective Optimization of Signal Timings for Two-Stage, Midblock Pedestrian Crosswalk
title_sort multiobjective optimization of signal timings for two-stage, midblock pedestrian crosswalk
publisher SAGE Publications
publishDate 2011
url http://dx.doi.org/10.3141/2264-05
https://journals.sagepub.com/doi/pdf/10.3141/2264-05
long_lat ENVELOPE(-115.736,-115.736,60.850,60.850)
ENVELOPE(-132.307,-132.307,54.112,54.112)
ENVELOPE(-67.166,-67.166,-68.350,-68.350)
geographic Island B
Refuge Island
Refuge Islands
geographic_facet Island B
Refuge Island
Refuge Islands
genre Refuge Islands
genre_facet Refuge Islands
op_source Transportation Research Record: Journal of the Transportation Research Board
volume 2264, issue 1, page 34-43
ISSN 0361-1981 2169-4052
op_rights https://journals.sagepub.com/page/policies/text-and-data-mining-license
op_doi https://doi.org/10.3141/2264-05
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