The semilinear equation (u) over dot + L(0)u = u(alpha), where L-0 is
a second-order elliptic differential operator without zero-order term
and 1 < alpha less than or equal to 2, has been studied by the author
in [4] and [5] by using superdiffusions. In the present paper, we appl
y superdiffusions to a more general equation (u) over dot + Lu = psi(u
), where Lu = L(0)u + cu (with a bounded coefficient c) and psi belong
s to a convex class which contains ku(alpha) with 1 < alpha less than
or equal to 2 and positive locally bounded coefficient ic. We also cov
er a substantially wider class of functions psi which do not correspon
d to any superdiffusion (for instance, ku(alpha) with alpha > 1). Rela
ted problems are treated with the help of diffusion processes. This ap
proach is useful even in the linear theory. For instance, the first bo
undary value problem for equation (u) over dot + Lu = -f can be invest
igated for a class of domains described in probabilistic terms which i
s substantially larger than the class considered in the literature on
PDEs. (C) 1998 Academic Press.