Insurance companies adopt different strategies under different levels of surplus. The expression of the surplus process was obtained by It? formula and risk-neutral assumption,and then assuming the claims process belongs to D,and are pair-wise quasi-asymptotically independent. Finally the asymptotic estimations of ruin probability in finite-time and infinite-time are obtained and the corresponding numerical simulation has carried on.