What are the eigenvalues and eigenvectors of $A^2 - 3A + 4I$, given the eigenvalues and eigenvectors of $A$?

1.4k Views Asked by At

Let eigenvalues of $2 \times 2$ matrix $A$ be $1,-2$ and eigenvectors be $x_1$ & $x_2$ respectively. Then eigenvalues and eigenvectors of $A^2-3A+4I$ would be?

We know that eigenvalues can be calculated by substituting in the equation of new matrix. But what is the relation of eigenvectors with new matrix in such cases?

2

There are 2 best solutions below

2
On

Hint: if $A v = \lambda v$, and $P$ is a polynomial, then $P(A) v = P(\lambda) v$.

3
On

The eigenvectors stay the same. For convenience take the eigenvalue 1 and eigenvector x1. Then, ((A^2) - 3A + 4I) .x1=((1) ^2)x1 - 3.(1.x1)+ 4 (x1) =2.x1. Similarly the others.