We introduce the study of dynamical quantum noise in Bose-Einstein condensa
tes through numerical simulation of stochastic partial differential equatio
ns obtained using phase-space representations. We derive evolution equation
s for a single trapped condensate in both the positive-P and Wigner represe
ntations and perform simulations to compare the predictions of the two meth
ods. The positive-P approach is found to be highly susceptible to the stabi
lity problems that have been observed in other strongly nonlinear, weakly d
amped systems. Using the Wigner representation, we examine the evolution of
several quantities of interest using from a variety of choices of initial
stare for the condensate and compare results to those for single-mode model
s. [S1050-2947(98)06612-8].