We performed Monte Carlo (MC) simulation to evaluate the accuracy of the individual-based SIR approach (numerical solution (NS)). In Monte Carlo approach, every infected individual tries to infect each of its susceptible neighbors with infection rate b, and it cures itself with rate m. Fig. 2 represents the total incidences with respect to the number of individuals in the networks when an epidemic spreads on random scale-free networks