You are simulating spread of a virus. The following figure shows you the number of susceptible individuals who can get infected, the number of infected individuals who can spread the virus and the number of recovered individuals who are immune and will not be reinfected. If beta, the rate of getting infected was zero, then gamma, the rate of recovery of infected individuals

will decrease

may or may not change

will increase

will also eventually be zero