We present a formal framework for modeling evolutionary dynamics with
special emphasis on the generation of diversity through branching of t
he evolutionary toe. Fitness is defined as the long term growth rate w
hich is influenced by the biotic environment leading to an ever-changi
ng adaptive landscape. Evolution can be described as a dynamics in a s
pace with variable number of dimensions corresponding to the number of
different types present. The dynamics within a subspace is governed b
y the local fitness gradient. Entering a higher dimensional subspace i
s possible only at a particular type of attractors where the populatio
n undergoes evolutionary branching.