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.

• Record URL:
  • https://doi.org/10.1016/j.procs.2019.02.056
• Record URL:
  • http://www.sciencedirect.com/science/article/pii/S1877050919304028
• Availability:
  • Find a library where document is available. Order URL: http://worldcat.org/issn/18770509
• Supplemental Notes:
  • © 2019 E.A. Sofronova et al. Published by Elsevier B.V. Abstract reprinted with permission of Elsevier.
• Authors:
  • Sofronova, E A
  • Belyakov, A A
  • Khamadiyarov, D B
• Conference:
  • 13th International Symposium Intelligent Systems 2018 (INTELS'18)
  • Location: St. Petersburg , Russia
  • Date: 2018-10-22 to 2018-10-24
• Publication Date: 2019

Language

• English

Media Info

• Media Type: Web
• Features: References;
• Pagination: pp 302-308
• Serial:
  • Procedia Computer Science
  • Volume: 150
  • Issue Number: 0
  • Publisher: Elsevier
  • ISSN: 1877-0509
  • Serial URL: http://www.sciencedirect.com/science/journal/18770509
• Publication flags:

  Open Access (libre)

Subject/Index Terms

• TRT Terms: Genetic algorithms; Optimization; Signalized intersections; Traffic flow; Traffic signal phases; Urban highways
• Subject Areas: Highways; Operations and Traffic Management;

Filing Info

• Accession Number: 01712742
• Record Type: Publication
• Files: TRIS
• Created Date: Jul 29 2019 11:02AM