Waiting time minimization in road traffic using Genetic algorithms

This project demonstrates a usage of a basic genetic algorithm to minimize the waiting time in a 4 way junction with traffic lights. I got the SUMO config files from this repository.

• Python is used with the TraCI library to communicate with SUMO simulator.
• Genetic Algorithm is implemented using only the numpy library.
• Waiting time as the fitness function

Results

References:

• Traffic-Light-Optimization
• SUMO Tutorials