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Optimal Control for Traffic Flows in the Urban Road Networks and Its Solution by Variational Genetic Algorithm.

Authors :
Sofronova, E.A.
Belyakov, A.A.
Khamadiyarov, D.B.
Source :
Procedia Computer Science; 2019, Vol. 150, p302-308, 7p
Publication Year :
2019

Abstract

A study is aimed at development and research of mathematical models and algorithms for traffic flows control in urban road networks. An optimal control problem statement for traffic flows in urban networks is given. A feature of the problem is that the model of control object is presented in finite-difference equations. A control is constrained by the durations of active phases of traffic lights at intersections. The solution is a control program that determines the moments for phase switching. A variational genetic algorithm is used to solve the problem. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18770509
Volume :
150
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
136347648
Full Text :
https://doi.org/10.1016/j.procs.2019.02.056