  We present a new tierra-inspired artificial life system with local
interactions and two-dimensional geometry, based on an update mechanism akin to
that of 2D cellular automata. We find that the spatial geometry is conducive to
the development of diversity and thus improves adaptive capabilities. We also
demonstrate the adaptive strength of the system by breeding cells with simple
computational abilities, and study the dependence of this adaptability on
mutation rate and population size.
