(a) Explain what happens to the GMRES algorithm if the right-hand side b of the linear system...

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(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.

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Applied Linear Algebra

ISBN: 9783319910406

2nd Edition

Authors: Peter J. Olver, Chehrzad Shakiban

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