Newton's method with deflation for isolated singularities of polynomial systems

Anton Leykin, Jan Verschelde, and Ailing Zhao

Abstract:

We present a modification of Newton's method to restore quadratic convergence for isolated singular solutions of polynomial systems. Our method is symbolic-numeric: we produce a new polynomial system which has the original multiple solution as a regular root. We show that the number of deflation stages is bounded by the multiplicity of the isolated root. Our implementation performs well on a large class of applications.

Theoretical Computer Science 359(1-3): 111-122, 2006.