What is the meaning of Eigenvalue?

A scalar, $\lambda$ , such that there exists a non-zero vector $x$ (a corresponding eigenvector) for which the image of $x$ under a given linear operator $\mathrm {A}$ is equal to the image of $x$ under multiplication by $\lambda$ ; i.e. $\mathrm {A} x=\lambda x$ .