Title
Newton's method with deflation for isolated singularities of polynomial systems
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. Using standard bases, a tool for the symbolic computation of multiplicities, 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.
Year
DOI
Venue
2006
10.1016/j.tcs.2006.02.018
Theor. Comput. Sci.
Keywords
DocType
Volume
regular root,new polynomial system,deflation stage,large class,isolated singular solution,Newton's method,Deflation,secondary,68W30,original multiple solution,quadratic convergence,polynomial system,symbolic-numeric computations,14Q99,Symbolic–numeric computations,reconditioning,numerical homotopy algorithms,deflation,standard base,primary,Numerical homotopy algorithms,isolated root,Reconditioning,isolated singularity,newton's method,65H10
Journal
359
Issue
ISSN
Citations 
1
Theoretical Computer Science
61
PageRank 
References 
Authors
3.07
20
3
Name
Order
Citations
PageRank
Anton Leykin117318.99
Jan Verschelde267664.84
Ailing Zhao3613.07