Analysis and control of autonomous mobility-on-demand systems
Challenged by urbanization and increasing travel needs, existing transportation systems
need new mobility paradigms. In this article, we present the emerging concept of …
need new mobility paradigms. In this article, we present the emerging concept of …
Data-driven distributionally robust electric vehicle balancing for autonomous mobility-on-demand systems under demand and supply uncertainties
Electric vehicles (EVs) are being rapidly adopted due to their economic and societal
benefits. Autonomous mobility-on-demand (AMoD) systems also embrace this trend …
benefits. Autonomous mobility-on-demand (AMoD) systems also embrace this trend …
[PDF][PDF] A robust and constrained multi-agent reinforcement learning framework for electric vehicle amod systems
Electric vehicles (EVs) play critical roles in autonomous mobility-on-demand (AMoD)
systems, but their unique charging patterns increase the model uncertainties in AMoD …
systems, but their unique charging patterns increase the model uncertainties in AMoD …
Centralized and decentralized autonomous dispatching strategy for dynamic autonomous taxi operation in hybrid request mode
L Duan, Y Wei, J Zhang, Y **a - Transportation Research Part C: Emerging …, 2020 - Elsevier
The combination of self-driving technology and taxis has a considerable potential in
improving service quality and economic efficiency that can completely change traditional taxi …
improving service quality and economic efficiency that can completely change traditional taxi …
Fleet management and charging scheduling for shared mobility-on-demand system: A systematic review
Challenged by urbanization and increasing travel needs, existing transportation systems call
for new mobility paradigms. In this article, we present the fleet management and charging …
for new mobility paradigms. In this article, we present the fleet management and charging …
Intelligent shared mobility systems: A survey on whole system design requirements, challenges and future direction
Shared Mobility Systems (SMS) facilitate on-demand journeys using one or more
transportation modes such as car-sharing, bike-sharing, or ride-sharing. As a result, SMS …
transportation modes such as car-sharing, bike-sharing, or ride-sharing. As a result, SMS …
A generic data-driven recommendation system for large-scale regular and ride-hailing taxi services
Modern taxi services are usually classified into two major categories: traditional taxicabs and
ride-hailing services. For both services, it is required to design highly efficient …
ride-hailing services. For both services, it is required to design highly efficient …
Optimal operations planning of electric autonomous vehicles via asynchronous learning in ride-hailing systems
G Yu, A Liu, J Zhang, H Sun - Omega, 2021 - Elsevier
Ride-hailing systems with electric autonomous vehicles are recognized as a next-generation
development to ease congestion, reduce costs and carbon emissions. In this paper, we …
development to ease congestion, reduce costs and carbon emissions. In this paper, we …
By schedule or on demand?-a hybrid operation concept for urban air mobility
𝐸𝑖 𝑘= energy of vehicle k at node 𝑖∈ 𝑁′ 𝑝𝑖𝑗= fare charged to travelers going from ST
origin 𝑖∈ 𝑁′ to ST destination 𝑗∈ 𝑁′ 𝑥𝑖𝑗 𝑘= binary variable indicating whether eVTOL …
origin 𝑖∈ 𝑁′ to ST destination 𝑗∈ 𝑁′ 𝑥𝑖𝑗 𝑘= binary variable indicating whether eVTOL …
A framework of vehicular security and demand service prediction based on data analysis integrated with blockchain approach
The prediction of taxi demand service has become a recently attractive area of research
along with large-scale and potential applications in the intelligent transportation system. The …
along with large-scale and potential applications in the intelligent transportation system. The …