a dynamical system. Here 1-dimensional cellular automata rules are evolved to exhibit slow
but persistent growth or to undergo planned senescence. These simple constraints
encourage the automata to develop complex and visually pleasing behavior. Isotropic
automata with a forced quiescent state are used, with rules evolved using a simple string
representation; the fitness landscapes for both fitness functions are found to be quite rugged …