Common Lyapunov Functions and Gradient Algorithms
Daniel Liberzon, Roberto Tempo · IEEE Transactions on Automatic Control · 2004
This note is concerned with the problem of finding a quadratic common Lyapunov function for a large family of stable linear systems. We present gradient iteration algorithms which give deterministic convergence for finite system families and probabilistic convergence for infinite families.