Question: (a) Explain what happens to the GMRES algorithm if the right-hand side b of the linear system Ax = b is an eigenvector of A.

(a) Explain what happens to the GMRES algorithm if the right-hand side b of the linear system Ax = b is an eigenvector of A.

(b) More generally, prove that if the Krylov subspaces generated by b stabilize at order m, then the solution to the linear system lies in V(m) and so the GMRES algorithm converges to the solution at order m.

Step by Step Solution

3.45 Rating (174 Votes )

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock

a If the righthand side b of the linear system Ax b is an eigenvector of A then the GMRES algorithm will converge to the exact solution x b where is t... View full answer

blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Applied Linear Algebra Questions!