We introduce some generalizations of a nice combinatorial problem, the
central notion of which is the so-called Disease Process. Let us colo
r independently each square of an nxn chessboard black with a probabil
ity p(n); this is a random initial configuration of our process. Then
we have a deterministic painting or expansion rule, and the question i
s the behavior of the disease process determined by this rule of sprea
ding. In particular, how large must p(n) be to paint the whole chessbo
ard black? The main result of this paper is the almost exact determina
tion of the threshold function in the fundamental case of this Random
Disease Problem. We include further investigations into the general ra
ndomized and deterministic cases. (C) 1998 John Wiley & Sons, Inc.