“…Analytical modeling is based on the queueing theory, which uses known probability distributions to describe the cars' interarrival and tollbooths' service patterns. A large body of literature studies exists on the queueing system with dependent services, which are related to arrival rate [12], waiting time [13], queue length [14,15], or workload [16,17]. Nevertheless, the queueing theory fails when the probability distribution of either cars' interarrival or tollbooths' service is not all mathematically explicit or when the car's arrival rate is greater than the processing capacity in which the queue tends to be infinite.…”