The model of stochastic dispersion variation is built for a dark soliton transmission system, and its influence is studied on the arrival time jitters of the dark soliton to the detecting window. The results show: the stochastic dispersion variation apparently leads to the time jitters and reduces the capacity of the dark soliton transmission system. The nonlinear gain can suppress effectively the influence.