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Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study

The main objective of the present study is to prepare an algorithm for the choice of lane causing minimum delay based on drivers’ perception using a Multi-Criteria Decision-Making (MCDM) method. The TODIM (Portuguese acronym for Interactive Multi-Criteria Decision-Making) is based on the prospect th...

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Autores principales: Bari, Chintaman Santosh, Chopde, Rohit, Dhamaniya, Ashish
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9244555/
http://dx.doi.org/10.1007/s40890-022-00163-6
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author Bari, Chintaman Santosh
Chopde, Rohit
Dhamaniya, Ashish
author_facet Bari, Chintaman Santosh
Chopde, Rohit
Dhamaniya, Ashish
author_sort Bari, Chintaman Santosh
collection PubMed
description The main objective of the present study is to prepare an algorithm for the choice of lane causing minimum delay based on drivers’ perception using a Multi-Criteria Decision-Making (MCDM) method. The TODIM (Portuguese acronym for Interactive Multi-Criteria Decision-Making) is based on the prospect theory. The effect of human behavior on lane choice at toll plaza is studied using the user perception survey. The data required is collected by pictorial survey at the toll plaza, nearby petrol pumps, and hotels. The pictorial survey includes the scenarios to understand the lane choice based on the user preferences about the vehicle composition, number of vehicles in queue, and lane changes. In the case of toll plazas, toll lanes are the alternatives, and vehicle composition of toll lanes, number of vehicles in the queue, and number of lane changes required to choose the target lane are all different criteria. A vehicle entering the toll area has to take care of all the available conditions and select an alternative to minimize the delay. The TODIM method requires the weightage matrix of the criteria, which is obtained using the Analytical Hierarchical Process (AHP). It is seen that the number of vehicles in the queue has the highest weightage followed by the proportion of heavy vehicles. These are the prime factors affecting the lane choice behavior at the toll plaza. The algorithm can be further used to predict the best alternative for the emerging vehicle, which will help to minimize its delay.
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spelling pubmed-92445552022-06-30 Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study Bari, Chintaman Santosh Chopde, Rohit Dhamaniya, Ashish Transp. in Dev. Econ. Original Article The main objective of the present study is to prepare an algorithm for the choice of lane causing minimum delay based on drivers’ perception using a Multi-Criteria Decision-Making (MCDM) method. The TODIM (Portuguese acronym for Interactive Multi-Criteria Decision-Making) is based on the prospect theory. The effect of human behavior on lane choice at toll plaza is studied using the user perception survey. The data required is collected by pictorial survey at the toll plaza, nearby petrol pumps, and hotels. The pictorial survey includes the scenarios to understand the lane choice based on the user preferences about the vehicle composition, number of vehicles in queue, and lane changes. In the case of toll plazas, toll lanes are the alternatives, and vehicle composition of toll lanes, number of vehicles in the queue, and number of lane changes required to choose the target lane are all different criteria. A vehicle entering the toll area has to take care of all the available conditions and select an alternative to minimize the delay. The TODIM method requires the weightage matrix of the criteria, which is obtained using the Analytical Hierarchical Process (AHP). It is seen that the number of vehicles in the queue has the highest weightage followed by the proportion of heavy vehicles. These are the prime factors affecting the lane choice behavior at the toll plaza. The algorithm can be further used to predict the best alternative for the emerging vehicle, which will help to minimize its delay. Springer International Publishing 2022-06-25 2022 /pmc/articles/PMC9244555/ http://dx.doi.org/10.1007/s40890-022-00163-6 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2022 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 Article
Bari, Chintaman Santosh
Chopde, Rohit
Dhamaniya, Ashish
Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study
title Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study
title_full Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study
title_fullStr Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study
title_full_unstemmed Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study
title_short Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study
title_sort lane choice behavior at toll plaza under mixed traffic conditions using todim method: a case study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9244555/
http://dx.doi.org/10.1007/s40890-022-00163-6
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