scholarly journals Urban Road Network Maintenance Scheduling Using Ant Colony Optimization

2020 ◽  
Author(s):  
İ̇̇lyas Cihan AKSOY ◽  
Mehmet Metin MUTLU ◽  
Yalçın ALVER
Keyword(s):  
Ant Colony Optimization ◽  
Road Network ◽  
Maintenance Scheduling ◽  
Ant Colony ◽  
Urban Road Network ◽  
Urban Road ◽  
Network Maintenance

scholarly journals GIS-BASED ROUTE FINDING USING ANT COLONY OPTIMIZATION AND URBAN TRAFFIC DATA FROM DIFFERENT SOURCES

2015 ◽  
Vol XL-1-W5 ◽  
pp. 129-133 ◽  
Author(s):  
M. Davoodi ◽  
M. S. Mesgari
Keyword(s):  
Ant Colony Optimization ◽  
Road Network ◽  
Urban Traffic ◽  
Ant Colony ◽  
Traffic Data ◽  
Multiple Sources ◽  
Urban Road ◽  
Floating Car Data ◽  
Route Finding ◽  
Different Sources

Nowadays traffic data is obtained from multiple sources including GPS, Video Vehicle Detectors (VVD), Automatic Number Plate Recognition (ANPR), Floating Car Data (FCD), VANETs, etc. All such data can be used for route finding. This paper proposes a model for finding the optimum route based on the integration of traffic data from different sources. Ant Colony Optimization is applied in this paper because the concept of this method (movement of ants in a network) is similar to urban road network and movements of cars. The results indicate that this model is capable of incorporating data from different sources, which may even be inconsistent.

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