There are several ways to pick random points on a sphere. Using points of the form

, where

and

, gives an evenly distributed set of points. Using spherical coordinates,

, causes too many points to cluster at the poles. Picking points at random in a cube around the sphere and normalizing,

, creates too many points that come from the corners of the cube.