Traffic congestion nowadays leads to a strong degradation of the network infrastructure and the high number of the vehicle which is caused by the population. With an increase in the number of vehicles and transportation demand, traffic congestion occurs. Conventional techniques are unable to handle variable flow with time. Hence the accident ratio increases. We all know that in order to control traffic and for the safety of the public, traffic signals...