Aleksandra
Portnova
Cellular Automata and the "Edge of Chaos"
ABSTRACT: Cellular automaton (CA) is a set of finite state
machines ("cells") in some initial state, where the next state depends
on their own state and states of several of their neighbors in a way specified
by the rules. Rules for CAs capable of complex computations are found around
the "edge of chaos." The phenomenon of "edge of chaos" is a phase transition
between ordered and chaotic behavior of CAs. The talk will discuss dynamical
properties of CAs capable of global computation, in particular the results
of an experiment by M. Mitchell, J. Crutchfield, and P. Hraber that dealt
with identifying the "edge of chaos." |