A stochastic process with self-interaction as a model of quantum field theory
is studied. We consider an Ornstein-Uhlenbeck stochastic process x(t) with
interaction of the form x^{(\alpha)}(t)^4, where α indicates the
fractional derivative. Using Bogoliubov's R-operation we investigate
ultraviolet divergencies for the various parameters α. Ultraviolet
properties of this one-dimensional model in the case α=3/4 are similar
to those in the ϕ44 theory but there are extra counterterms. It is shown
that the model is two-loops renormalizable. For 5/8≤α<3/4 the
model has a finite number of divergent Feynman diagrams. In the case
α=2/3 the model is similar to the ϕ34 theory. If 0≤α<5/8 then the model does not have ultraviolet divergencies at all. Finally if
α>3/4 then the model is nonrenormalizable. This model can be used for
a non-perturbative study of ultraviolet divergencies in quantum field theory
and also in theory of phase transitions.Comment: 15 pages, 4-eps figures, LaTeX, misprints correcte