Title :
Convergence acceleration of the Newton-Raphson method using successive quadratic function approximation of residual
Author :
Koh, Chang Seop ; Ryu, Jae Seop ; Fujiwara, Koji
Author_Institution :
Sch. of Electr. & Comput. Eng., Chungbuk Nat. Univ.
fDate :
4/1/2006 12:00:00 AM
Abstract :
This paper presents new methods for determining a proper relaxation factor of the Newton-Raphson method to accelerate the convergence characteristics of a nonlinear finite-element analysis. In the methods, the squared residual of the Galerkin´s approximation is successively approximated to a quadratic function using the gradients or Brent´s method, and a relaxation factor is determined by minimizing the quadratic function until a quasioptimum relaxation factor is obtained. The presented methods are applied to the TEAM Workshop problem 13, and the results are compared with a conventional method
Keywords :
Galerkin method; Newton-Raphson method; finite element analysis; function approximation; magnetic fields; relaxation theory; Brent method; Galerkin approximation; Newton-Raphson method; convergence acceleration; nonlinear finite-element analysis; nonlinear magnetic field analysis; quadratic function approximation; quasioptimum relaxation factor; squared residual; Acceleration; Convergence; Finite element methods; Function approximation; Magnetic analysis; Magnetic materials; Magnetostatics; Moment methods; Nonlinear magnetics; Research and development; Brent´s method; Newton–Raphson method; nonlinear magnetic field analysis; relaxation factor; residual;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2006.871566