We consider the problem of minimizing the largest generalized eigenvalue of a pair of symmetric matrices, each of which depends a nely on the decision variables. Although this problem may appear specialized, it is in fact quite general, and includes for example all linear, quadratic, and linear fractional programs. Many problems arising in control theoryâ€¦Â (More)