The method of time-ordered cumulants is used to investigate the behaviour of pulses in a one-dimensional medium in which the phase speed is a random function of space and time. A linear partial differential equation is obtained for the average pulse profile (E(x,t)). The dispersion relation between frequency and wavenumber is obtained and used to solve the initial-value problem for the infinite medium.