Optimization of headway and bus stop spacing for low demand bus routes

IF 1.3 4区 工程技术 Q3 TRANSPORTATION SCIENCE & TECHNOLOGY Transportation Planning and Technology Pub Date : 2023-07-15 DOI:10.1080/03081060.2023.2231429
Sushreeta Mishra, Babak Mehran, P. Sahu
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Abstract

ABSTRACT We propose a methodology for optimization of service headway and stop spacing along a low-demand bus route that minimizes operator and user costs. This study develops analytical cost models that are representative of low-demand routes by using negative binomial distribution for passenger demand for boarding and alighting pattern to estimate the probability of stopping and both random and planned arrival of passengers are considered to estimate the waiting time. Pareto optimal solutions obtained using multi-objective evolutionary algorithm, NSGA-II indicate that optimal values of headway and stop spacing are underestimated if optimized based on assumptions typical of high-demand routes which is passenger demand for boarding and alighting at bus stops randomly following a Poisson process. With the aid of the study methodology, transit planners will be able to improve the service utilization and passenger accessibility along an under-performing low demand routes by recommending minimal modifications to the existing route and bus schedule.
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低需求公交线路车头距与车站间距优化
摘要:本文提出了一种优化低需求公交线路车头距和停车间距的方法,以最大限度地降低运营商和用户的成本。本文利用乘客需求的负二项分布对上下车模式估计停车概率,同时考虑随机到达和计划到达的乘客来估计等待时间,建立了具有代表性的低需求路线的分析成本模型。利用NSGA-II多目标进化算法得到的Pareto最优解表明,基于公交车站随机上下客需求高需求路线的典型假设,按照泊松过程进行优化时,车头时距和停车间距的最优值被低估。在研究方法的帮助下,交通规划者将能够通过建议对现有路线和公交时刻表进行最小限度的修改,提高服务利用率和乘客可达性。
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来源期刊
Transportation Planning and Technology
Transportation Planning and Technology 工程技术-运输科技
CiteScore
3.40
自引率
6.20%
发文量
24
审稿时长
12 months
期刊介绍: Transportation Planning and Technology places considerable emphasis on the interface between transportation planning and technology, economics, land use planning and policy. The Editor welcomes submissions covering, but not limited to, topics such as: • transport demand • land use forecasting • economic evaluation and its relationship to policy in both developed and developing countries • conventional and possibly unconventional future systems technology • urban and interurban transport terminals and interchanges • environmental aspects associated with transport (particularly those relating to climate change resilience and adaptation). The journal also welcomes technical papers of a more narrow focus as well as in-depth state-of-the-art papers. State-of-the-art papers should address transport topics that have a strong empirical base and contain explanatory research results that fit well with the core aims and scope of the journal.
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