Reinforcement learning-based multi-agent system for network traffic signal control

I Arel, C Liu, T Urbanik, AG Kohls - IET Intelligent Transport Systems, 2010 - IET
A challenging application of artificial intelligence systems involves the scheduling of traffic
signals in multi-intersection vehicular networks. This paper introduces a novel use of a multi …

[图书][B] Adaptive traffic control systems: domestic and foreign state of practice

A Stevanovic - 2010 - trid.trb.org
Adaptive Traffic Control Systems (ATCSs), also known as real-time traffic control systems,
adjust, in real time, signal timings based on the current traffic conditions, demand, and …

Comparative study of simulated annealing, tabu search, and the genetic algorithm for calibration of the microsimulation model

AD Lidbe, AM Hainen, SL Jones - Simulation, 2017 - journals.sagepub.com
Microsimulation modeling is one of the contemporary techniques that has potential to
perform complex transportation studies faster, safer, and in a less expensive manner …

Pheromone model: Application to traffic congestion prediction

O Masutani, H Sasaki, H Iwasaki, Y Ando… - Proceedings of the …, 2005 - dl.acm.org
Social insects such as ants and bees perform complex tasks with pheromone
communication despite lack of top-down style control. We have examined applications of …

Split-cycle offset optimization technique and coordinated actuated traffic control evaluated through microsimulation

A Stevanovic, PT Martin - Transportation Research Record, 2008 - journals.sagepub.com
Traffic signal timings can be optimized with offline or online tools. Offline tools, such as
Synchro, take a macroscopic approach, whereas genetic algorithm (GA) formulations rely on …

[PDF][PDF] An evaluation of SCOOT and SCATS through microsimulation

C Kergaye, A Stevanovic, PT Martin - International Conference on …, 2008 - researchgate.net
This paper presents a comparison between two widely deployed traffic adaptive control
systems, SCOOT and SCATS, and coordinated-actuated traffic control from the field. SCATS …

[PDF][PDF] Comparative assessment of arterial operations under conventional time-of-day and adaptive traffic signal control.

A Lidbe, E Tedla, A Hainen, A Sullivan… - Advances in …, 2017 - academia.edu
This paper compares three principal arterial corridors in Alabama under both conventional
and adaptive traffic signal control (ATSC). The corridors differ in their physical and …

Feasibility assessment for implementing adaptive traffic signal control

AD Lidbe, EG Tedla, AM Hainen… - Journal of Transportation …, 2019 - ascelibrary.org
Adaptive traffic control systems (ATCS) continuously adapt to changing traffic in order to
improve traffic performance at signalized intersections. Typical before–after studies evaluate …

Design and Evaluation of Impact of Traffic Light Priority for Trucks on Traffic Flow

P Ioannou, MT Center - 2015 - rosap.ntl.bts.gov
This study investigates the presence of trucks in intersections with traffic signal priority with
the objectives of minimizing vehicle delay and reducing emissions. Extending the green …

[图书][B] Assessing deterioration of pretimed, actuated-coordinated, and SCOOT control regimes in simulation environment

A Stevanovic - 2006 - search.proquest.com
Regular updating of traffic signal timing plans is very important for successful traffic control.
However, many jurisdictions fail to update signal timings because it is labor intensive and …