Traffic micro-simulation as a validation tool for developing genetic algorithms for green wave optimization

Our investigation is geared towards using traffic micro-simulation tools (PTV Vissim) fol developing and validating a genetic algorithm used to compute the green cycles in urban road environments. Classic approaches relate the theoretical models and computations but are lacking the necessary degree of fidelity with the real world because they ignore the ripple effects caused by slight disturbances in traffic and the particularities of the road configuration itself. Using micro-simulation we are capable of measuring the fitness parameters in a virtualized but highly accurate environment (detailed road network of Timisoara) and the results are going to used further for optimizing the existing traffic signaling system trough the partnership with the local authorities.