Linear Algebra, Eigenvalue, Eigenvectors.
Intuitive Understanding of Eigenvalues Intuitively, eigenvalues can be thought of as indicators of the “strength of influence” a matrix exerts on its eigenvectors. A large eigenvalue implies that the corresponding eigenvector, upon transformation by the matrix, significantly increases in length.