We use numerical simulations of critically-closed cold dark matter (CDM)
models to study the effects of numerical resolution on observable quantities.
We study simulations with up to 2563 particles using the particle-mesh (PM)
method and with up to 1443 particles using the adaptive particle-particle
--particle-mesh (P3M) method. Comparisons of galaxy halo distributions are
made among the various simulations. We also compare distributions with
observations and we explore methods for identifying halos, including a new
algorithm that finds all particles within closed contours of the smoothed
density field surrounding a peak. The simulated halos show more substructure
than predicted by the Press-Schechter theory. We are able to rule out all
Ω=1 CDM models for linear amplitude \sigma_8\gsim 0.5 because the
simulations produce too many massive halos compared with the observations. The
simulations also produce too many low mass halos. The distribution of halos
characterized by their circular velocities for the P3M simulations is in
reasonable agreement with the observations for 150\kms\lsim V_{\rm circ} \lsim
350\kms.}}Comment: 41 pages, plain tex, ApJ, 236, in press; postscript figures available
in ftp://arcturus.mit.edu/Preprints/CDM1_figs.tar.