Generating Eigenvalue Bounds Using Optimization

Abstract
We illustrate how optimality conditions can be used to prove known inequalities and generate new inequalities. We use Lagrange multipliers and the Karush-Kuhn-Tucker optimality conditions to generate/derive bounds for eigenvalues of matrices.