Gradient algorithms for finding common Lyapunov functions

Daniel Liberzon, Roberto Tempo

Published 2002-06-18Version 1

This paper is concerned with the problem of finding a quadratic common Lyapunov function for a family of stable linear systems. We present gradient iteration algorithms which give deterministic convergence for finite system families and probabilistic convergence for infinite families.