The influence of initial amplitude and phase random modulation on the
soliton propagation in optical fibers is investigated. The soliton amp
litude and velocity distribution functions are calculated, It is shown
that the amplitude distribution function has a non-Gaussian form wher
eas the distribution function of the velocity can have either a Gaussi
an or a non-Gaussian form depending on the statistical properties of t
he initial noise. The statistical characteristics for the soliton para
meters are calculated. The analytical results agree well with previous
numerical studies.