Gradient algorithms for finding common Lyapunov functions

Mathematics – Optimization and Control

Scientific paper

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9 pages

Scientific paper

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.

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