Analyzing the trade-off between minimizing travel times and reducing monetary costs for users in the transit network design
The efficiency of the planning process in public transport is represented through different measures, which are practically impossible to optimize simultaneously. This study defines a bi-objective optimization problem for the transit network design to analyze the trade-off between minimization of travel times and reducing monetary costs for passengers (which was not addressed in the literature) while considering a hard constraint for operational costs. Indeed, the minimization of monetary costs for passengers is relevant in transport systems without a complete integrated fare system, where passengers may pay for each trip-leg; thus, modeling monetary costs for users is essential when referring to the system’s accessibility and route choice. To achieve their goal, the authors implement an epsilon-constraint algorithm capable of obtaining high-quality approximations of the Pareto front for benchmark instances in hours of computational time, which is reasonable for strategic planning problems. Numerical results show that the conflict between both objectives is evident, and it is possible to identify the more useful lines to optimize each objective, leading to relevant information for the decision-making process. Finally, the authors perform a sensitivity analysis on the budget parameter of their optimization problem, showing the classic trade-off between the operational costs and the level of service in terms of travel time and monetary cost.
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Availability:
- Find a library where document is available. Order URL: http://worldcat.org/issn/01912615
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Supplemental Notes:
- © 2023 Elsevier Ltd. All rights reserved. Abstract reprinted with permission of Elsevier.
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Authors:
- Cervantes-Sanmiguel, K I
- Chavez-Hernandez, M V
- Ibarra-Rojas, O J
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0000-0003-4935-4048
- Publication Date: 2023-7
Language
- English
Media Info
- Media Type: Web
- Features: References;
- Pagination: pp 142-161
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Serial:
- Transportation Research Part B: Methodological
- Volume: 173
- Issue Number: 0
- Publisher: Elsevier
- ISSN: 0191-2615
- Serial URL: http://www.sciencedirect.com/science/journal/01912615
Subject/Index Terms
- TRT Terms: Algorithms; Costs; Optimization; Public transit; Strategic planning; Travel time
- Subject Areas: Planning and Forecasting; Public Transportation;
Filing Info
- Accession Number: 01886017
- Record Type: Publication
- Files: TRIS
- Created Date: Jun 26 2023 12:41PM