A spacetime may have more symmetries than the geometrical symmetries o
f the metric. These new symmetries lead to the non-geometrical or dyna
mical constants of the motion. For an arbitrary spacetime, a systemati
c method of exploring the symmetry group of the Liouville equation in
a given spacetime is introduced. The method is applied to the case of
maximally symmetric spacetime. The symmetry group is found to be SO(4,
1) x SO(4, 1). The non-geometrical constants of the motion are also g
iven.