Question

How to know if lambda is an eigenvalue of a matrix?

Answer 1

$\lambda$ is an eigenvalue of a matrix $\mathbf A$ if for some non-zero vector $\mathbf x$, you have

$\mathbf{Ax}=\lambda\mathbf x$

where $\mathbf x$ is the associated eigenvector.