What is robotics? Why do we need it and how can we get it?
DE Koditschek - Annual Review of Control, Robotics, and …, 2021 - annualreviews.org
Robotics is an emerging synthetic science concerned with programming work. Robot
technologies are quickly advancing beyond the insights of the existing science. More secure …
technologies are quickly advancing beyond the insights of the existing science. More secure …
A varying-gain recurrent neural network and its application to solving online time-varying matrix equation
Z Zhang, X Deng, X Qu, B Liao, LD Kong, L Li - IEEE Access, 2018 - ieeexplore.ieee.org
This work was supported in part by the National Key R&D Program of China under Grant
2017YFB1002505, in part by the National Natural Science Foundation of China under Grant …
2017YFB1002505, in part by the National Natural Science Foundation of China under Grant …
Approximation of Lyapunov functions from noisy data
Methods have previously been developed for the approximation of Lyapunov functions
using radial basis functions. However these methods assume that the evolution equations …
using radial basis functions. However these methods assume that the evolution equations …
[HTML][HTML] A new Lyapunov stability analysis of fractional-order systems with nonsingular kernel derivative
This study introduces a new and promising stability approach for Caputo-Fabrizio (CF)-
fractional-order system. A new fractional comparison principle for this nonsingular kernel …
fractional-order system. A new fractional comparison principle for this nonsingular kernel …
[HTML][HTML] On the construction of Lyapunov functions with computer assistance
K Matsue, T Hiwaki, N Yamamoto - Journal of Computational and Applied …, 2017 - Elsevier
This paper aims at applications of Lyapunov functions as tools for analyzing concrete
dynamical systems with computer assistance, even for non-gradient-like systems. We want …
dynamical systems with computer assistance, even for non-gradient-like systems. We want …
Computation of Lyapunov functions for nonlinear differential equations via a Yoshizawa—type construction
AI Doban, M Lazar - IFAC-PapersOnLine, 2016 - Elsevier
An approach for computing Lyapunov functions for nonlinear continuous-time differential
equations is developed via an alternative Yoshizawa-type construction. This construction is …
equations is developed via an alternative Yoshizawa-type construction. This construction is …
Data-driven discovery of quasiperiodically driven dynamics
The analysis of a timeseries can provide many new perspectives if it is accompanied by the
assumption that the timeseries is generated from an underlying dynamical system. For …
assumption that the timeseries is generated from an underlying dynamical system. For …
[PDF][PDF] Positively Invariant Sets for ODEs and Numerical Integration.
We show that for an ordinary differential equation (ODE) with an exponentially stable
equilibrium and any compact subset of its basin of attraction, we can find a larger compact …
equilibrium and any compact subset of its basin of attraction, we can find a larger compact …
Computing continuous and piecewise affine Lyapunov functions for nonlinear systems
SF Hafstein, CM Kellett, H Li - Journal of Computational Dynamics, 2016 - aimsciences.org
We present a numerical technique for the computation of a Lyapunov function for nonlinear
systems with an asymptotically stable equilibrium point. The proposed approach constructs …
systems with an asymptotically stable equilibrium point. The proposed approach constructs …
Computation and verification of contraction metrics for exponentially stable equilibria
The determination of exponentially stable equilibria and their basin of attraction for a
dynamical system given by a general autonomous ordinary differential equation can be …
dynamical system given by a general autonomous ordinary differential equation can be …