The dynamical behavior of the Quantum Cellular Automaton (QCA) is described
here as a Markov Process. Ergodicity and recurrence, emergent properties o
f the discrete dynamical QCA system, are defined in the context of the char
acteristic polynomial of the Markov transition matrix. Except for a few ano
malous cases, the transition matrix can be used to predict recurrence times
. Finally, a correspondence between recurrence and elementary particle mass
is proposed as an example of an emergent property of the QCA system. (C) 1
999 Elsevier Science Ltd. All rights reserved.