JOURNAL ARTICLE

Tutorial Session in: Large-scale hierarchical control for congested urban networks

Abstract

This tutorial describes methodologies to model and understand the collective behavior or different types of urban systems. It highlights under what physical properties the aggregated laws will provide reasonable description of congestion for single- and multi-modal systems. Ultimately, the goal is to develop optimization tools and investigate what type of real-time active traffic management schemes (congestion pricing, vehicle restriction, large scale traffic signal control) can improve mobility measures in a city for cities of different structures. A hierarchical feedback control network of multiple levels is analyzed. The validation of the modeling methodologies and the traffic management schemes are conducted in various and complex city structures scenarios using data from field experiments and micro-simulations.

Keywords:
Computer science Field (mathematics) Scale (ratio) Session (web analytics) Modal Traffic congestion Control (management) Distributed computing Transport engineering Engineering Artificial intelligence

Metrics

1
Cited By
0.39
FWCI (Field Weighted Citation Impact)
22
Refs
0.68
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Traffic control and management
Physical Sciences →  Engineering →  Control and Systems Engineering
Transportation Planning and Optimization
Social Sciences →  Social Sciences →  Transportation
Traffic Prediction and Management Techniques
Physical Sciences →  Engineering →  Building and Construction

Related Documents

JOURNAL ARTICLE

Community detection in large scale congested urban road networks

Seyed Arman HaghbayanNikolas GeroliminisMeisam Akbarzadeh

Journal:   PLoS ONE Year: 2021 Vol: 16 (11)Pages: e0260201-e0260201
JOURNAL ARTICLE

Hierarchical control for large-scale urban road traffic networks

Anastasios KouvelasNikolas Geroliminis

Journal:   Repository for Publications and Research Data (ETH Zurich) Year: 2018
JOURNAL ARTICLE

Efficient max-pressure traffic signal control for large-scale congested urban networks

Dimitrios TsitsokasAnastasios KouvelasNikolas Geroliminis

Journal:   Repository for Publications and Research Data (ETH Zurich) Year: 2021
JOURNAL ARTICLE

Traffic responsive urban predictive control for signal splitting in large-scale congested urban road networks

Sajad HosseiniءMohammad Haeri

Journal:   Journal of Intelligent Transportation Systems Year: 2025 Pages: 1-15
© 2026 ScienceGate Book Chapters — All rights reserved.