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相关论文: A Unified Network Equilibrium for E-Hailing Platfo…

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In the governance of the shared mobility market of a city or of a metropolitan area, there are two conflicting principles: 1) the healthy competition between multiple platforms, such as between Uber and Lyft in the United States, and 2)…

最优化与控制 · 数学 2024-10-29 Xiaotong Guo , Ao Qu , Hongmou Zhang , Peyman Noursalehi , Jinhua Zhao

We evaluate the impact of three proposed regulations of transportation network companies (TNCs) like Uber, Lyft and Didi: (1) a minimum wage for drivers, (2) a cap on the number of drivers or vehicles, and (3) a per-trip congestion tax. The…

最优化与控制 · 数学 2019-07-08 Sen Li , Hamidreza Tavafoghi , Kameshwar Poolla , Pravin Varaiya

Electric vehicle (EV) charging stations have experienced rapid growth, whose impacts on the power grid have become non-negligible. Though charging stations can install energy storage to reduce their impacts on the grid, the conventional…

系统与控制 · 电气工程与系统科学 2023-03-21 Dongxiang Yan , Yue Chen

Global pooling is one of the most significant operations in many machine learning models and tasks, whose implementation, however, is often empirical in practice. In this study, we develop a novel and solid global pooling framework through…

机器学习 · 计算机科学 2022-09-30 Minjie Cheng , Hongteng Xu

Ride-pooling, also known as ride-sharing, shared ride-hailing, or microtransit, is a service wherein passengers share rides. This service can reduce costs for both passengers and operators and reduce congestion and environmental impacts. A…

机器学习 · 计算机科学 2025-10-31 Farnoosh Namdarpour , Joseph Y. J. Chow

Matching in two-sided markets such as ride-hailing has recently received significant attention. However, existing studies on ride-hailing mainly focus on optimising efficiency, and fairness issues in ride-hailing have been neglected.…

人工智能 · 计算机科学 2024-07-26 Yufan Kang , Jeffrey Chan , Wei Shao , Flora D. Salim , Christopher Leckie

This paper focuses on the problem of controlling self-interested drivers in ride-sourcing applications. Each driver has the objective of maximizing its profit, while the ride-sourcing company focuses on customer experience by seeking to…

多智能体系统 · 计算机科学 2019-09-11 Armin Sadeghi , Stephen L. Smith

In recent years, online ride-hailing platforms have become an indispensable part of urban transportation. After a passenger is matched up with a driver by the platform, both the passenger and the driver have the freedom to simply accept or…

机器学习 · 计算机科学 2021-09-17 Yuandong Wang , Hongzhi Yin , Lian Wu , Tong Chen , Chunyang Liu

The increasing rate of urbanization has added pressure on the already constrained transportation networks in our communities. Ride-sharing platforms such as Uber and Lyft are becoming a more commonplace, particularly in urban environments.…

计算机科学与博弈论 · 计算机科学 2018-03-01 Chinmaya Samal , Liyuan Zheng , Fangzhou Sun , Lillian J. Ratliff , Abhishek Dubey

Advances in artificial intelligence (AI) including foundation models (FMs), are increasingly transforming human society, with smart city driving the evolution of urban living.Meanwhile, vehicle crowdsensing (VCS) has emerged as a key…

机器学习 · 计算机科学 2025-02-10 Bokeng Zheng , Bo Rao , Tianxiang Zhu , Chee Wei Tan , Jingpu Duan , Zhi Zhou , Xu Chen , Xiaoxi Zhang

Ride-pooling services have been growing in popularity, increasing the need for efficient and effective operations. The main goal of ride-pooling services is to maximize the number of passengers served while minimizing wait and delay times.…

最优化与控制 · 数学 2023-05-23 Arash Dehghan , Mucahit Cevik , Merve Bodur

Ride-hailing and ride-sharing applications have recently gained in popularity as a convenient alternative to traditional modes of travel. Current research into autonomous vehicles is accelerating rapidly and will soon become a critical…

密码学与安全 · 计算机科学 2019-10-08 Ryan Shivers , Mohammad Ashiqur Rahman , Hossain Shahriar

Solving the road congestion problem is one of the most pressing issues in moderncities since it causes time wasting, pollution, higher industrial costs and huge roadmaintenance costs. Advances in ITS technologies and the advent of…

计算机科学与博弈论 · 计算机科学 2021-05-13 Valentina Morandi

Current electric vehicle market trends indicate an increasing adoption rate across several countries. To meet the expected growing charging demand, it is necessary to scale up the current charging infrastructure and to mitigate current…

理论经济学 · 经济学 2022-08-23 Marianne Guillet , Maximilian Schiffer

This paper proposes an integrated equilibrium model to characterize the complex interactions between electrified logistics systems and electric power delivery systems. The model consists of two major players: an electrified logistics…

系统与控制 · 电气工程与系统科学 2025-05-08 Rui Yao , Xuhang Liu , Anna Scaglione , Shlomo Bekhor , Kenan Zhang

Taxi services are a vital part of urban transportation, and a considerable contributor to traffic congestion and air pollution causing substantial adverse effects on human health. Sharing taxi trips is a possible way of reducing the…

物理与社会 · 物理学 2014-09-17 Paolo Santi , Giovanni Resta , Michael Szell , Stanislav Sobolevsky , Steven Strogatz , Carlo Ratti

Existing automated urban traffic management systems, designed to mitigate traffic congestion and reduce emissions in real time, face significant challenges in effectively adapting to rapidly evolving conditions. Predominantly reactive,…

系统与控制 · 电气工程与系统科学 2024-08-14 Takao Dantsuji , Dong Ngoduy , Ziyuan Pu , Seunghyeon Lee , Hai L. Vu

We consider the allocation of limited resources to heterogeneous customers who arrive in an online fashion. We would like to allocate the resources "fairly", so that no group of customers is marginalized in terms of their overall service…

数据结构与算法 · 计算机科学 2021-05-24 Will Ma , Pan Xu , Yifan Xu

The ever-increasing demand for data services and the proliferation of user equipment (UE) have resulted in a significant rise in the volume of mobile traffic. Moreover, in multi-band networks, non-uniform traffic distribution among…

网络与互联网体系结构 · 计算机科学 2024-01-26 Saria Al Lahham , Di Wu , Ekram Hossain , Xue Liu , Gregory Dudek

Autonomous Mobility On Demand (MOD) systems can utilize fleet management strategies in order to provide a high customer quality of service (QoS). Previous works on autonomous MOD systems have developed methods for rebalancing single…

多智能体系统 · 计算机科学 2017-03-08 Justin Miller , Jonathan P. How