DocumentCode
2219510
Title
Traffic lights timing inside microregion simulator using multiobjective optimization
Author
Costa, Breno C. ; Almeida, Paulo E M ; Caldeira, Evandro
Author_Institution
Centro Fed. de Educ. Tecnol. de Mnas Gerais-CEFET-MG, Belo Horizonte, Brazil
fYear
2011
fDate
5-8 June 2011
Firstpage
1382
Lastpage
1387
Abstract
The growing number of vehicles and pedestrians in the cities increases difficulties for traffic control. Nowadays application of computational techniques helps traffic engineers, giving more efficiency, security and agility to decision making tasks. In this context, a good traffic lights management improves vehicles flow, decreasing traffic jams and delays. This paper applies a multiobjective technique to traffic lights timing using Non Dominated Sorting Genetic Algorithm (NSGA-II), aggregates the proposed algorithm to a microregion traffic simulator coupled into Geographic Information System (GIS). Experiments performed in Porto Alegre area (Brazil) validate the applied technique, comparing obtained results with similar ones from earlier reports.
Keywords
decision making; genetic algorithms; geographic information systems; sorting; traffic control; traffic engineering computing; Brazil; Porto Alegre area; computational techniques; decision making; geographic information system; microregion traffic simulator; multiobjective optimization; nondominated sorting genetic algorithm; traffic control; traffic jams; traffic light timing management; Geographic Information System; Multiobjective Optimization; NSGA; Simulation; Traffic Lights Timing;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2011 IEEE Congress on
Conference_Location
New Orleans, LA
ISSN
Pending
Print_ISBN
978-1-4244-7834-7
Type
conf
DOI
10.1109/CEC.2011.5949777
Filename
5949777
Link To Document