1. A Division-of-Labour Approach to Traffic Light Scheduling.
- Author
-
Raubenheimer, Hendrik and Engelbrecht, Andries
- Subjects
INSECT societies ,DIVISION of labor ,TRAFFIC flow ,REINFORCEMENT learning ,SCHEDULING - Abstract
Featured Application: Traffic light scheduling optimisation using a task allocation model based on division-of-labour behaviour as observed in insect colonies. Traffic light scheduling is a critical aspect of traffic management with many recently developed solutions that incorporate computational intelligence approaches. This paper presents a traffic light scheduling algorithm based on a task allocation model that simulates the division of labour among insects in a colony, specifically ant colonies. The developed algorithm switches the green light based on a probability calculated every second from the traffic volume around the traffic light. The application of this algorithm to several benchmark simulated traffic scenarios shows optimal performance compared to five other traffic scheduling algorithms. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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