Optimal control for traffic flows in the urban road networks and its solution by variational genetic algorithm

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. © 2019 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/) Peer-review under responsibility of the scientific committee of the 13th International Symposium “Intelligent Systems” (INTELS'18).

Conference proceedings
Publisher
Elsevier B.V.
Language
English
Pages
302-308
Status
Published
Volume
150
Year
2019
Organizations
  • 1 Federal Research Center, Computer Science and Control, RAS, Vavilova str. 44 b. 2, Moscow, 119333, Russian Federation
  • 2 RUDN University, 6, Miklukho-Maklaya str., Moscow, 117198, Russian Federation
Keywords
Controlled networks; Evolutionary algorithms; Optimal control; Traffic flow control
Date of creation
19.07.2019
Date of change
19.07.2019
Short link
https://repository.rudn.ru/en/records/article/record/38989/