 A (non-zero) vector of dimension is an eigenvector of a square matrix if it satisfies the linear equation

where is a scalar, termed the eigenvalue corresponding to .That is, the eigenvectors are the vectors that the linear transformation merely elongates or shrinks, and the amount that they elongate/shrink by is the eigenvalue.The above equation is called the eigenvalue equation or the eigenvalue problem.