Hi people,
Can someone tell me when a matrix actually becomes diagonizable??
and when eigenvalue is considered distinct and not distinct?
Thanks.
It doesn't make sense to talk about an eigenvalue being "distinct". Two or more eigenvalues are "distinct" if they are different! That is, after all, what "distinct" means.
An n by n matrix is diagonalizable if and only it has n independent eigenvectors. It can be shown that "distinct" (i. e "different") eigenvalues have eigenvectors that are independent eigenvectors so if an n by n matrix has n distinct eigenvalues, it has n independent eigenvectors and so is diagonalizable. The converse is NOT true. If a matrix has multiple eigenvalues it may or may not be diagonalizable.
For example if
and
Then each of A, B, and C have "3" as a triple eigenvalue. A has three independent eigenvectors, B has two independent eigenvectors, and C has only one independent eigenvector.
A can be "diagonalize" (clearly it is diagonal) but B and C cannot.