Stability Analysis Using Quadratic Constraints for Systems With Neural Network Controllers

DOI10.1109/TAC.2021.3069388OpenAlexW3142744390MaRDI QIDQ5092087

Arcak, Murat, He Yin, Peter Seiler

Publication date: 28 July 2022

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2006.07579

Mathematics Subject Classification ID

Systems theory; control (93-XX)

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Stability analysis of complementarity systems with neural network controllers ⋮ Residual neural network-based observer design for continuous stirred tank reactor systems ⋮ A delay-kernel-dependent approach to saturated control of linear systems with mixed delays ⋮ Computation of invariant sets for discrete‐time uncertain systems ⋮ \( \mu \)-stability and instability of multiple equilibrium points in delayed neural networks with general discontinuous activation functions ⋮ \(l_2\) Induced norm analysis of discrete-time LTI systems for nonnegative input signals and its application to stability analysis of recurrent neural networks

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