Theoretical Model of Traffic Signal Timing Optimisation Improved On ant colony Optimisation and Symbiotic Organism Search
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Date
2022-01-24
Journal Title
Journal ISSN
Volume Title
Publisher
University of Eloued جامعة الوادي
Abstract
Due to the increasing in the number of vehicules on a daily
basis, road congestion is becoming a key challenge. Therefore, it becomes
essential to develop a signal optimization method for multi-intersections.
In this paper, the proposed model is capable of minimizing waiting time
of vehicule.an hybrid meta-heuristic algorithm (Ant Colony, Symbiotic
Organism Search) is employed to solve the model. We proposed a hybridization
of two bio inspired methods, the first based on the use of ant
colony to determine the critical path, the critical path is the input of the
next step. The second step is based on the minimization of vehicles with
the metaheuristic SOS. The main focus of this study is on improving the
quality of solutions for the traffic light optimization problem to minimize
the waiting time of all the vehicles within a certain time period.
Description
Forum Intervention of Artificial Intelligence and Its Applications. Faculty of Exat science. University of Eloued
Keywords
SOS · ACO · Traffic light · Intersection · Red light · Green light.