The topography of the free energy landscape in phase space of a dense hard-
sphere system characterized by a discretized free energy functional of the
Ramakishnan-Yussouff form is investigated numerically using a specially dev
ised Monte Carlo procedure. We locate a considerable number of glassy local
minima of the free energy and analyze the distributions of the free energy
at a minimum and an appropriately defined phase-space "distance" between d
ifferent minima. We find evidence for the existence of pairs of closely rel
ated glassy minima("two-level systems"). We also investigate the way the sy
stem makes transitions as it moves from the basin of attraction of a minimu
m to that of another one after a start under nonequilibrium conditions. Thi
s allows us to determine the effective height of free energy barriers that
separate a glassy minimum from the others. The dependence of the height of
free energy barriers on the density is investigated in detail. The general
appearance of the free energy landscape resembles that of a putting green:
relatively deep minima separated by a fairly flat structure. We discuss the
connection of our results with the Vogel-Fulcher law and relate our observ
ations to other work on the glass transition. [S1063-651X(99)00903-4].