We introduce a random version of some known faster fixed point iterative processes and approximate the random fixed point of a generalized random operator using these random iterative processes. Moreover, the Bochner integrability of the random fixed points for this kind of generalized random operators and the almost sure T-stability of these random iterative processes are proved. We apply our results in proving the existence of solution of a nonlinear Hammerstein type stochastic integral equation.