Freeway traffic control: A survey

S Siri, C Pasquale, S Sacone, A Ferrara - Automatica, 2021‏ - Elsevier
Freeway traffic control is a broad research area, not only interesting for its applicative
perspective, but also highly motivating for theoretical investigations. This research topic has …

Expert level control of ramp metering based on multi-task deep reinforcement learning

F Belletti, D Haziza, G Gomes… - IEEE Transactions on …, 2017‏ - ieeexplore.ieee.org
This paper shows how the recent breakthroughs in reinforcement learning (RL) that have
enabled robots to learn to play arcade video games, walk, or assemble colored bricks, can …

[ספר][B] Traffic congestion control by PDE backstep**

H Yu, M Krstic - 2022‏ - Springer
This book explores the development of PDE (partial differential equation) backstep**
controllers for the suppression of stop-and-go instabilities and oscillations in congested …

An overview of traffic control schemes for freeway systems

A Ferrara, S Sacone, S Siri, A Ferrara… - … traffic modelling and …, 2018‏ - Springer
Some of the criticalities associated with traffic phenomena in freeway networks can be
mitigated or even eliminated with suitable control strategies. The most important and evident …

Creating complex congestion patterns via multi-objective optimal freeway traffic control with application to cyber-security

J Reilly, S Martin, M Payer, AM Bayen - Transportation Research Part B …, 2016‏ - Elsevier
This article presents a study on freeway networks instrumented with coordinated ramp
metering and the ability of such control systems to produce arbitrarily complex congestion …

Centralised and decentralised signal timing optimisation approaches for network traffic control

AHF Chow, R Sha, S Li - Transportation Research Part C: Emerging …, 2020‏ - Elsevier
This study develops and analyses the centralised and decentralised solution procedures for
urban network traffic management through an optimal control framework. The optimal control …

Speed limit and ramp meter control for traffic flow networks

P Goatin, S Göttlich, O Kolb - Engineering Optimization, 2016‏ - Taylor & Francis
The control of traffic flow can be related to different applications. In this work, a method to
manage variable speed limits combined with coordinated ramp metering within the …

[ספר][B] Control problems for conservation laws with traffic applications: modeling, analysis, and numerical methods

A Bayen, ML Delle Monache, M Garavello, P Goatin… - 2022‏ - library.oapen.org
Conservation and balance laws on networks have been the subject of much research
interest given their wide range of applications to real-world processes, particularly traffic …

New frontiers of freeway traffic control and estimation

ML Delle Monache, C Pasquale… - 2022 IEEE 61st …, 2022‏ - ieeexplore.ieee.org
This article provides an overview of the classical and new techniques in traffic flow control
and estimations. The overview begins with a description of the most used traffic flow models …

Traffic regulation via controlled speed limit

ML Delle Monache, B Piccoli, F Rossi - SIAM Journal on Control and …, 2017‏ - SIAM
We study an optimal control problem for traffic regulation via variable speed limit. The traffic
flow dynamics is described with the Lighthill--Whitham--Richards model with Newell …