This paper presents new results on the behavior of Newton's method whe
n it is used to search for the roots of a cubic equation. When the equ
ation has one real root and two real singular points, Newton's method
can exhibit chaotic or periodic behavior. Asymptotic methods are used
to derive results for the period p solutions of the iterative map for
large p. The effect of introducing a relaxation parameter on the chaot
ic and periodic behavior is also discussed. The applicability of the r
esults to more general nonlinear functions and to the solution of equa
tions of state is discussed.