We investigate the propagation of a partially coherent beam in a nonlinear
medium with logarithmic nonlinearity. We show that all information about th
e properties of the beam, as well as the condition far formation of incoher
ent solitons, can be obtained from the evolution equation for the mutual co
herence function. The key parameter is the detuning Delta between the effec
tive diffraction radius and the strength of the nonlinearity. Stationary pa
rtially coherent solitons exist when Delta = 0 and the nonlinearity exactly
compensates for the spreading due to both diffraction and incoherence. For
nonzero detunings the solitons are oscillating in nature, and we find appr
oximate solutions in terms of elliptic functions. Our results establish an
elegant equivalence among several different approaches to partially coheren
t beams in nonlinear media.