A Differential Evolution Algorithm-Based Traffic Control Model for Signalized Intersections
Joint Authors
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-12-21
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
Sustainable management of traffic flows at signalized intersections is an important issue in terms of traffic engineering.
The minimization of lost time, emission, fuel consumption, etc., can be achieved by optimization-based intersection management.
In this study, a new traffic signal control model is developed for the management of three-leg signalized intersections.
In the proposed model, signal timing and signal phasing are optimized simultaneously using Differential Evolution (DE) algorithm which is one of the population-based metaheuristic algorithms.
The effectiveness of the model is tested on sample traffic scenarios with VISSIM simulation software considering average vehicle delay performance criteria.
Results show that the proposed approach may reduce the average vehicle delay between the rates of 28%–42% and 3%–38% comparing to the optimum fixed-time signal control and vehicle-actuated signal control for tested scenarios, respectively.
American Psychological Association (APA)
Cakici, Ziya& Murat, Yetis Sazi. 2019. A Differential Evolution Algorithm-Based Traffic Control Model for Signalized Intersections. Advances in Civil Engineering،Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1117043
Modern Language Association (MLA)
Cakici, Ziya& Murat, Yetis Sazi. A Differential Evolution Algorithm-Based Traffic Control Model for Signalized Intersections. Advances in Civil Engineering No. 2019 (2019), pp.1-16.
https://search.emarefa.net/detail/BIM-1117043
American Medical Association (AMA)
Cakici, Ziya& Murat, Yetis Sazi. A Differential Evolution Algorithm-Based Traffic Control Model for Signalized Intersections. Advances in Civil Engineering. 2019. Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1117043
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1117043