Zhang et al.[1]. have considered the modified iterative methods for nonnegative matrices with a I + S type preconditioner. In this paper, we modify that and present a new I + S0 type, which contains Zhang’s preconditioner as a special case. The comparison numerical experiments show that the proposed new method achieves better results than what introduced by Zhang et al