“…Recently, many classes of stochastic epidemic models have been proposed and studied (see for example, [3,5,8,22,24,30,31,33,35]). In addition, stochastic models give a real vision, analysis and modelization of infectious diseases compared with the deterministic counterparts [21,37,42].…”