“…Over the years, various methods are used in traffic simulation [36] including agent based systems [13,1], queue models [20], cellular automata [14,35,33], DEVS [26,35,21] and Petri nets [32]. Besides, different commercial and freeware traffic simulation tools are available such as SUMO (Simulation of Urban Mobility) [25,2], AIMSUN [7], TRAN-SIMS (TRansportation ANalysis SIMulation System) [31], PARAMICS [6], VISSIM [15], and MATSim (Multi-Agent Transport Simulation) [27].…”