 The model furthermore assumes that formula_15 almost surely and that formula_13 and formula_14 are independent .The model is also known as the renewal risk model.Michael R. Powers and Gerber and Shiu analyzed the behavior of the insurer's surplus through the expected discounted penalty function, which is commonly referred to as Gerber-Shiu function in the ruin literature.