Multi-agent model predictive control of signaling split in urban traffic networks

LB De Oliveira, E Camponogara - Transportation Research Part C …, 2010 - Elsevier
The operation of large dynamic systems such as urban traffic networks remains a challenge
in control engineering to a great extent due to their sheer size, intrinsic complexity, and …

Multi-level information fusion to alleviate network congestion

JW Lai, J Chang, LK Ang, KH Cheong - Information Fusion, 2020 - Elsevier
While increasing urban traffic can be an indicator of development, this inevitably results in
traffic congestion in urban road networks. Is there a way to manage traffic flow through the …

Using ontology to guide reinforcement learning agents in unseen situations: A traffic signal control system case study

S Ghanadbashi, F Golpayegani - Applied Intelligence, 2022 - Springer
In multi-agent systems, goal achievement is challenging when agents operate in ever-
changing environments and face unseen situations, where not all the goals are known or …

Agents meet traffic simulation, control and management: A review of selected recent contributions

M Postorino, G Sarné - CEUR Workshop Proceedings, 2016 - boa.unimib.it
In the last decades, transport demand has increasedquickly due to several concurrent
factors. The negative impacts ofincreased demand have many effects on both travelers …

Decentralized reconfiguration of a flexible transportation system

M Vallee, M Merdan, W Lepuschitz… - IEEE Transactions …, 2011 - ieeexplore.ieee.org
This paper presents a decentralized approach for the local reconfiguration of control
software, which is based on a multiagent system with ontology-driven reasoning. We apply …

An expert fuzzy system for predicting object collisions. Its application for avoiding pedestrian accidents

JL Castro, M Delgado, J Medina… - Expert Systems with …, 2011 - Elsevier
Collision among moving objects in space is one of the most common risks in daily life. In this
context, we have developed an abstract model that allows to detect the presence of risk of …

A cognitive surveillance system for detecting incorrect traffic behaviors

D Vallejo, J Albusac, L Jimenez, C Gonzalez… - Expert Systems with …, 2009 - Elsevier
Traffic accidents, in which pedestrians are often involved, injure and kill many people yearly.
One critical scene is the crosswalk, an important knocking down source due to both drivers' …

Computational intelligence in highway management: A review

O Pribyl, M Koukol, J Kuklova - PROMET-Traffic&Transportation, 2015 - hrcak.srce.hr
Sažetak Highway management systems are used to improve safety and driving comfort on
highways by using control strategies and providing information and warnings to drivers …

Diseño de un sistema multiagentes híbrido basado en aprendizaje profundo para la detección y contención de ciberataques

EJ Santiago, JS Allende - REVISTA COLOMBIANA DE …, 2016 - ojs.unipamplona.edu.co
Este trabajo es el resultado de la investigación de los autores sobre el estado del arte de la
ciberseguridad a nivel mundial, ya partir de las necesidades identificadas plantea el diseño …

Application of an Ontology in a Transport Domain

M Merdan, G Koppensteiner, I Hegny… - 2008 IEEE …, 2008 - ieeexplore.ieee.org
This paper presents an application of an ontology in combination with multi-agent
technologies in a transport domain. The need for flexibility and agility in this domain is …