Automated Stability Analysis of Piecewise Affine Dynamics Using Vertices

Author:

Samanipour Pouya1,Poonawala Hasan A.1

Affiliation:

1. University of Kentucky,Department of Mechanical and Aerospace Engineering,Lexington,USA

Publisher

IEEE

Reference29 articles.

1. Learning lyapunov functions for hybrid systems;chen;Proceedings of the 24th International Conference on Hybrid Systems Computation and Control,2021

2. Safety verification and robustness analysis of neural networks via quadratic constraints and semidefinite programming;fazlyab;IEEE Transactions on Automatic Control,2020

3. Neural lyapunov control of unknown nonlinear systems with stability guarantees;zhou,2022

4. Lyapunov-stable neural-network control

5. Learning Lyapunov (Potential) Functions from Counterexamples and Demonstrations

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1. Stability Analysis of Hybrid Integrator-Gain Systems using Linear Programming;IFAC-PapersOnLine;2024

2. Open RAN LSTM Traffic Prediction and Slice Management Using Deep Reinforcement Learning;2023 57th Asilomar Conference on Signals, Systems, and Computers;2023-10-29

3. Thermal Image Calibration and Correction using Unpaired Cycle-Consistent Adversarial Networks;2023 57th Asilomar Conference on Signals, Systems, and Computers;2023-10-29

4. Automated Stability Analysis of Piecewise Affine Dynamics Using Vertices;2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton);2023-09-26

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