A Bisection Method for Computing the H_infinity-Norm of a Transfer Matrix and Related Problems
S. Boyd, V. Balakrishnan, and P. Kabamba
Mathematics of Control, Signals, and Systems, 2(3):207-219, 1989.
Inspired by recent work of Byers we establish a simple connection between the singular values of a transfer matrix evaluated along the imaginary axis and the imaginary eigenvalues of a related Hamiltonian matrix. We give a simple linear algebraic proof of this connection, and also a more intuitive explanation based on a certain indefinite quadratic optimal control problem and the work of Willems. This result yields a simple bisection algorithm to compute the H_infinity norm of a transfer matrix. The bisection method is far more efficient than algorithms which involve a search over frequencies, and of course the usual problems associated with such methods (such as determining how fine the search should be) do not arise. The method is readily extended to compute other quantities of system-theoretic interest, e.g. the minimum dissipation of a transfer matrix. A variation of the method can be used to solve the H_infinity Armijo line search problem with no more computation than is required to compute a single H_infinity norm.