Generalized Absolute Stability Using Lyapunov Functions With Relaxed Positivity Conditions
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DOI: 10.1109/lcsys.2017.2782747
Abstract: Conditions are given for verifying stability and computing upper bounds on the induced (regional) $\mathcal {L}_{2}$ gain for systems defined by vector fields which are, along with their Jacobian, rational in the states and sector… read more here.
Keywords: stability using; using lyapunov; absolute stability; stability ... See more keywords
A novel neural emulator identification of nonlinear dynamical systems using Lyapunov stability theory
Sign Up to like & getrecommendations! Published in 2023 at "Transactions of the Institute of Measurement and Control"
DOI: 10.1177/01423312231174956
Abstract: This paper deals with a new weight-updating algorithm using Lyapunov stability theory (LST) for the training of a neural emulator (NE), of nonlinear systems, connected by an autonomous algorithm inspired from the real-time recurrent learning… read more here.
Keywords: theory; using lyapunov; stability theory; neural emulator ... See more keywords