Eigenvalues and eigenvectors

In linear algebra, an eigenvector (/ˈɡənˌvɛktər/) or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denoted by ${\displaystyle \lambda }$, is the factor by which the eigenvector is scaled.