Numerical simulations of galaxy formation require a number of parameters. S
ome of these are intrinsic to the numerical integration scheme (e.g., the t
ime-step), while others describe the physical model (e.g., the gas metallic
ity), III this paper we present results of a systematic exploration of the
effects of varying a subset of these parameters on simulations of galaxy fo
rmation. We use N-body and 'Smoothed Particle Hydrodynamics' techniques to
follow the evolution of cold dark matter and gas in a small volume. We comp
are a fiducial model with 24 different simulations, in which one parameter
at a time is varied, focusing on properties such as the relative fraction o
f hot and cold gas, and the abundance and masses of galaxies. We find that
for reasonable choices of numerical values, many parameters have relatively
little effect on the galaxies, with the notable exception of the parameter
s that control the resolution of the simulation and the efficiency with whi
ch gas cools.