Sixth Mississippi State Conference on Differential Equations and Computational Simulations. Electronic Journal of Differential Equations, Conference 15 (2007), pp. 163-173. Title: Approximations of continuous Newton's method: An extension of Cayley's problem Authors: Jon Jacobsen (Harvey Mudd College, Claremont, CA, USA) Owen Lewis (Portland, OR, USA Bradley Tennis (Stanford Univ., Stanford, CA, USA) Abstract: Continuous Newton's Method refers to a certain dynamical system whose associated flow generically tends to the roots of a given polynomial. An Euler approximation of this system, with step size $h=1$, yields the discrete Newton's method algorithm for finding roots. In this note we contrast Euler approximations with several different approximations of the continuous ODE system and, using computer experiments, consider their impact on the associated fractal basin boundaries of the roots. Published February 28, 2007. Math Subject Classifications: 34C35, 58C15, 28A80, 65H10. Key Words: Newton's method; damping; fractal basins of attraction.