We analyze the behavior of the Bianchi type-IX cosmological model in t
he full fourth-order theory of gravity in four space-time dimensions o
n approach to the singularity both analytically and numerically. By di
rectly analyzing the full fourth-order field equations we prove explic
itly that the Belinski-Khalatnikov-Lifshitz (BKL) analytic solution (a
nd the accompanying bounce law) is also a solution to the more general
case that we consider. But it appears to be nongeneric, because a per
turbation analysis shows that power-law Kasner asymptotes are unstable
on approach to the singularity. On the other hand, we find that the m
odel possesses a stable isotropic monotonic power-law asymptotic solut
ion and accordingly we show that there is a general solution which is
nonchaotic near the space-time singularity. Numerical experiments conf
irm the existence of such a behavior. The inclusion of matter fields d
oes not alter the evolution in the neighborhood of the singularity. Th
e role of space-time dimensionality on the chaotic evolution of the mi
xmaster universe in these theories is also spelled out. In particular,
we show that it is impossible to build a mixmaster universe in space-
time dimensions higher than four in the full fourth-order gravity theo
ry based on the BKL approximation scheme.