Calculus of Variations

As we saw in Chapter 1, the eigenvalues of a self-adjoint matrix A can be characterized by a variational principle. As a result, changes in A which produce monotone changes in 〈Ax, x〉 also produce monotone changes in the eigenvalues of A.