We present techniques and methods for analyzing the dynamics of event horiz
ons in numerically constructed spacetimes. There are three classes of analy
tical tools we have investigated. The first class consists of proper geomet
rical measures of the horizon which allow us a comparison with perturbation
theory and powerful global theorems. The second class involves the locatio
n and study of horizon generators. The third class includes the induced hor
izon 2-metric in the generator comoving coordinates and a set of membrane-p
aradigm-like quantities. Applications to several distorted, rotating, and c
olliding black hole spacetimes are provided as examples of these techniques
. [S0556-2821(98)09420-X].