Research on highway traffic flow prediction model and decision-making method

Y Zhu, QE Wu, N Xiao - Scientific reports, 2022 - nature.com
In order to solve the problem of traffic congestion in a certain area, this paper develops a set
of traffic optimization decision system. For analyzing the actual traffic conditions and …

Ctrl: Cooperative traffic tolling via reinforcement learning

Y Wang, H Jin, G Zheng - Proceedings of the 31st ACM International …, 2022 - dl.acm.org
People have been working long to tackle the traffic congestion problem. Among the different
measures, traffic tolling has been recognized as an effective way to mitigate citywide …

Evaluation of the competitiveness of the container multimodal port hub

M Wan, H Kuang, Y Yu, R Zhang - Scientific Reports, 2022 - nature.com
The research on the competitiveness of container multimodal transport port hub,
comprehensively considering the software and hardware strength of port hub, is of great …

Solving combinatorial optimization problems with deep neural network: A survey

F Wang, Q He, S Li - Tsinghua Science and Technology, 2024 - ieeexplore.ieee.org
Combinatorial Optimization Problems (COPs) are a class of optimization problems that are
commonly encountered in industrial production and everyday life. Over the last few decades …

Zero-jitter differentiated traffic scheduling algorithm in 5G fronthaul hybrid network

L Wu, C Gan, Z Xu, J Hui - Optik, 2022 - Elsevier
The emergence of services such as high-definition video, smart home, and virtual reality has
led to stringent requirements for delay jitter in 5G fronthaul network. In this paper, a novel …

Research on smart city public health detection system and improvement technology based on intelligent multi-objective

B Liu, J Gu, C Wang - Frontiers in Public Health, 2024 - frontiersin.org
Introduction With the increase of urban population density, urban sanitation becomes more
severe; urban sanitation has important influence on public health. Therefore, in order to …

Multi-layer Edge Computing for Cooperative Driving Control Optimization in Smart Cities

Y Inagaki, A Nakao - 2023 IEEE Intelligent Vehicles …, 2023 - ieeexplore.ieee.org
Recently," cooperative driving" in which multiple vehicles acquire, coordinate, and control
their position information and drive cooperatively at intersections and merging points in …

Research on the Mechanism of Influencing Factors of the Urban Road Traffic Operation State

T Wang, H Wu, Q Li, S Ni, T Qin, Y Niu… - … and Mobile Computing, 2022 - Wiley Online Library
Profound understanding of an interaction mechanism among influencing factors in the
perspective of urban road traffic operation is of great significance for scientific and effective …

LSH-based missing value prediction for abnormal traffic sensors with privacy protection in edge computing

A Gao, X Liu, Y Miao - Complex & Intelligent Systems, 2023 - Springer
Traffic flow prediction is an important part of intelligent transportation systems (ITS).
However, sensor failures or the transmission distortion often occur in the process of data …

[PDF][PDF] International Literature Review on Congestion Mitigation Methods

RE Córdova Vidal - 2021 - researchgate.net
Every person who travels by car, especially those who live in or nearby dense urban areas,
is well familiarized with traffic jams on the highway. With the aim of mitigating traffic …