Trading off costs and service rates in a first-mile ride-sharing service

Research output: Contribution to journal › Journal article › Research › peer-review

Standard

Trading off costs and service rates in a first-mile ride-sharing service. / Zheng, Minyi; Pantuso, Giovanni.

In: Transportation Research Part C: Emerging Technologies, Vol. 150, 104099, 2023.

Research output: Contribution to journal › Journal article › Research › peer-review

Harvard

Zheng, M & Pantuso, G 2023, 'Trading off costs and service rates in a first-mile ride-sharing service', Transportation Research Part C: Emerging Technologies, vol. 150, 104099. https://doi.org/10.1016/j.trc.2023.104099

APA

Zheng, M., & Pantuso, G. (2023). Trading off costs and service rates in a first-mile ride-sharing service. Transportation Research Part C: Emerging Technologies, 150, [104099]. https://doi.org/10.1016/j.trc.2023.104099

Vancouver

Zheng M, Pantuso G. Trading off costs and service rates in a first-mile ride-sharing service. Transportation Research Part C: Emerging Technologies. 2023;150. 104099. https://doi.org/10.1016/j.trc.2023.104099

Author

Zheng, Minyi ; Pantuso, Giovanni. / Trading off costs and service rates in a first-mile ride-sharing service. In: Transportation Research Part C: Emerging Technologies. 2023 ; Vol. 150.

Bibtex

@article{26115d2a9bbd4fa4b5ebd570e4cf4d0e,
title = "Trading off costs and service rates in a first-mile ride-sharing service",
abstract = "Given a set of geographically dispersed vehicles, the first-mile ride-sharing problem seeks optimal routes to transport customers to a common destination (e.g., a transit station) via shared trips. In this article, we address the trade off between operating costs and service rates. The resulting multi-objective optimization problem is of a combinatorial nature. To obtain Pareto solutions we propose an evolutionary algorithm based on efficient non-dominated solution sorting. Extensive tests based on real-life data illustrate that the algorithm is able to find high-quality non-dominated fronts.",
keywords = "Constrained multi-objective optimization problem, Evolutionary algorithm, First-mile ride-sharing problem",
author = "Minyi Zheng and Giovanni Pantuso",
note = "Publisher Copyright: {\textcopyright} 2023 Elsevier Ltd",
year = "2023",
doi = "10.1016/j.trc.2023.104099",
language = "English",
volume = "150",
journal = "Transportation Research Part C: Emerging Technologies",
issn = "0968-090X",
publisher = "Elsevier Limited",

}

RIS

TY - JOUR

T1 - Trading off costs and service rates in a first-mile ride-sharing service

AU - Zheng, Minyi

AU - Pantuso, Giovanni

N1 - Publisher Copyright: © 2023 Elsevier Ltd

PY - 2023

Y1 - 2023

N2 - Given a set of geographically dispersed vehicles, the first-mile ride-sharing problem seeks optimal routes to transport customers to a common destination (e.g., a transit station) via shared trips. In this article, we address the trade off between operating costs and service rates. The resulting multi-objective optimization problem is of a combinatorial nature. To obtain Pareto solutions we propose an evolutionary algorithm based on efficient non-dominated solution sorting. Extensive tests based on real-life data illustrate that the algorithm is able to find high-quality non-dominated fronts.

AB - Given a set of geographically dispersed vehicles, the first-mile ride-sharing problem seeks optimal routes to transport customers to a common destination (e.g., a transit station) via shared trips. In this article, we address the trade off between operating costs and service rates. The resulting multi-objective optimization problem is of a combinatorial nature. To obtain Pareto solutions we propose an evolutionary algorithm based on efficient non-dominated solution sorting. Extensive tests based on real-life data illustrate that the algorithm is able to find high-quality non-dominated fronts.

KW - Constrained multi-objective optimization problem

KW - Evolutionary algorithm

KW - First-mile ride-sharing problem

UR - http://www.scopus.com/inward/record.url?scp=85150825464&partnerID=8YFLogxK

U2 - 10.1016/j.trc.2023.104099

DO - 10.1016/j.trc.2023.104099

M3 - Journal article

AN - SCOPUS:85150825464

VL - 150

JO - Transportation Research Part C: Emerging Technologies

JF - Transportation Research Part C: Emerging Technologies

SN - 0968-090X

M1 - 104099

ER -

ID: 359609970