If $A$ is a symmetric positive semidefinite matrix, then $A+\alpha I$ with $\alpha> 0$ is positive definite?
Or are there some conditions to $\alpha$ so that it verifies?
$I$ is the identity matrix
If $A$ is a symmetric positive semidefinite matrix, then $A+\alpha I$ with $\alpha> 0$ is positive definite?
Or are there some conditions to $\alpha$ so that it verifies?
$I$ is the identity matrix
$$x^T(A+\alpha I)x=x^TAx+\alpha x^Tx=x^TAx+\alpha||x||^2\geq\alpha||x||^2$$