(a) Prove that the dimension of a Krylov subspace is bounded by the degree of theminimal polynomial...

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(a) Prove that the dimension of a Krylov subspace is bounded by the degree of theminimal polynomial of the matrix A, as defined in Exercise 8.6.23. 

(b) Is there always a Krylov subspace whose dimension equals the degree of the minimal polynomial?


Data From Exercise 8.6.23

Let A be an n × n matrix. By definition, the minimal polynomial  of A is the monic polynomial mA(t) = t+ ck−1tk−1 + · · · + c1t + c0 of minimal  degree k that annihilates A, so mA(A) = Ak + ck−1Ak−1 + · · · + c1A + c0I = O.

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Applied Linear Algebra

ISBN: 9783319910406

2nd Edition

Authors: Peter J. Olver, Chehrzad Shakiban

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