Category: Research
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Introduction to Lyapunov Functions and Stochastic Network Optimization
1 The Origin of Lyapunov Functions The concept of the Lyapunov function traces its origins back to 1892, introduced by the Russian mathematician Aleksandr Lyapunov in his doctoral thesis, The General Problem of the Stability of Motion. Lyapunov was studying the stability of complex, non-linear dynamical systems (such as planetary orbits or fluid dynamics). The…
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