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 …

This article studies the problem of distributed optimization in multiagent systems where each
agent seeks to minimize the sum of all agents' objective functions using only local …

This paper presents an adaptive traffic controller for stochastic road networks with an
integrated model-based and data-driven solution framework. The model-based optimisation …

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 …

This study develops and analyses the centralised and decentralised solution procedures for
urban network traffic management through an optimal control framework. The optimal control …

This paper presents a dynamic predictive and cooperative ramp metering approach that
considers stochastic breakdowns at merging bottlenecks. A stochastic microscopic model is …

Previous research has shown that proper metering of entry traffic to urban street networks,
similar to metering traffic on on-ramps in freeway facilities, reduces traffic congestion …

In this paper, we design a stochastic model predictive control (MPC)-based traffic signal
control method for urban networks when the uncertainties of the traffic model parameters …

Two hierarchical control schemes for regulating traffic in freeway networks via ramp
metering are developed in this article. Both schemes are characterized by a multiclass …

This paper presents an adaptive linear quadratic optimal traffic control system. The control
strategies are solved via a decentralized approach and complemented with a user-optimal …