Effect of stochastic vehicle arrival and passenger demand on semi-flexible transit design
Document Type
Journal Article
Publication Date
2023
Subject Area
mode - demand responsive transit, operations - reliability, ridership - demand, economics - operating costs, planning - methods
Keywords
Semi-flexible transit, Service headway, Curb-to-curb request, Operator cost, User cost, Multi-objective optimization, Stochasticity
Abstract
Semi-flexible transit (SFT) is commonly discussed as a cost-effective alternative to serving public transportation users in low-demand conditions. Despite its considerable potential, the implementation of SFT is limited due to two primary operating challenges: (a) fluctuating travel demand and (b) service unreliability. Most researchers recently are rigorously involved in developing complex algorithms and heuristics to handle operational planning issues, while very few focus on the optimization of variables for SFT operations involving tactical decision making. Moreover, the optimization of decision variables is largely based on a single dimension of stochasticity, demand only. The present study proposes a methodology to optimize two decision variables, service headway and the proportion of requests accepted for curb-to-curb service per trip while operating SFT following a route-deviation operating policy. Implementing stochasticity in both demand and vehicle arrival, we perform multi-objective optimization with two conflicting objectives as minimization of operator cost and user cost. Pertaining to vehicle delays and demand variability linked to values of decision variables in the Pareto set, we define the risks associated with selecting each value for attaining Pareto optimality. The risk is proportionate to the occurrence of a decision variable value in the Pareto set. The study methodology can be adopted as a decision support tool to establish planning policies to optimize SFT operation while considering the interests of both the operator and the user.
Rights
Permission to publish the abstract has been given by SpringerLink, copyright remains with them.
Recommended Citation
Mishra, S., & Mehran, B. (2023). Effect of stochastic vehicle arrival and passenger demand on semi-flexible transit design. Public Transport, 15(3), 721-745.
