Da. Knoll et Pr. Mchugh, NEWTON-KRYLOV METHODS APPLIED TO A SYSTEM OF CONVECTION-DIFFUSION-REACTION EQUATIONS, Computer physics communications, 88(2-3), 1995, pp. 141-160
We study the application of Newton-Krylov methods for the steady-state
solution of the tokamak edge plasma fluid equations. This highly nonl
inear system of two-dimensional convection-difusion-reaction partial d
ifferential equations describes the boundary layer of a tokamak fusion
reactor, These equations are characterized by multiple time and spati
al scales. We use Newton's method to linearize the nonlinear system of
equations resulting from the implicit, finite volume discretization o
f the governing partial differential equations. The resulting linear s
ystems are neither symmetric nor positive definite, and are poorly con
ditioned. A variety of preconditioned Krylov iterative techniques are
employed to solve these linear systems, and we investigate both standa
rd and matrix-free implementations. A number of pseudo-transient conti
nuation methods are investigated to increase the radius of convergence
. While this system of equations describes a specific application, the
general algorithm should benefit other applications requiring the sol
ution of general reacting flow type equations.