dolfinx.nls.petsc

Methods for solving nonlinear equations using PETSc solvers.

Classes

NewtonSolver(comm, problem)

A Newton solver for non-linear problems.

class dolfinx.nls.petsc.NewtonSolver(comm: MPI.Intracomm, problem: NonlinearProblem)

Bases: NewtonSolver

A Newton solver for non-linear problems.

property A: PETSc.Mat

Jacobian matrix

property b: PETSc.Vec

Residual vector

setP(P: types.FunctionType, Pmat: PETSc.Mat)

Set the function for computing the preconditioner matrix

Parameters:

• P – Function to compute the preconditioner matrix

• Pmat – Matrix to assemble the preconditioner into

solve(u: Function)

Solve non-linear problem into function u. Returns the number of iterations and if the solver converged.