Results 131 to 140 of about 7,527 (244)
Lyapunov functions for linear nonautonomous dynamical equations on time scales
The existence of a Lyapunov function is established following a method of Yoshizawa for the uniform exponential asymptotic stability of the zero solution of a nonautonomous linear dynamical equation on a time scale with uniformly bounded graininess.
Zmorzynska Alexandra, Kloeden Peter E
doaj
This study is concerned with the application of consensus control to a class of discrete‐time nonlinear multi‐agent systems with unknown inputs and additive noise. The aim is to design an extended Kalman unknown input observer (EKUIO) such that the state vector of a discrete‐time nonlinear system can be estimated, additive noise can be mitigated, and ...
Yan Ren +3 more
wiley +1 more source
Siphon Calculus and Lyapunov Functions for Generalized Lotka-Volterra Systems: A Reaction Networks Perspective. [PDF]
Avram F.
europepmc +1 more source
This paper presents a novel data‐driven discrete‐time fractional‐order control framework for uncertain nonlinear MIMO systems by integrating Caputo fractional‐order terminal sliding mode control, multi‐agent reinforcement learning and reinforcement learning‐based disturbance estimation.
Amir Veisi, Hadi Delavari
wiley +1 more source
Robust Analytical LUT‐Based DPC for a Weak‐Grid‐Connected DFIG with Low‐Cost Implementation
Analytical lookup‐table‐based direct power control of a grid‐connected doubly‐fed induction generator driven by two‐level voltage source inverter with stability proof and robustness. ABSTRACT This paper focuses on analytical lookup‐table (LUT)‐based direct power control (DPC) of a grid‐connected doubly‐fed induction generator (DFIG) driven by two‐level
Abdelhak Djoudi +3 more
wiley +1 more source
This paper presents a robust adaptive control framework for bearing universal joint transmission systems that integrates a computed‐torque nominal controller with a radial basis function neural network compensator featuring dynamic hidden‐layer node adjustment.
Xiangyang Cao, Manshu Zhan, Hangyu Dan
wiley +1 more source
Safe and adaptive control of non-stationary stochastic systems via Lyapunov-constrained distributional reinforcement learning. [PDF]
Khaniki MAL, Mirzaee M, Moradi E.
europepmc +1 more source
Design Principles for Light‐Scattering Reservoir Computing at the Edge of Chaos
Here we realize a light‐scattering reservoir computer operating with measurement‐modulation feedback, physically tunable in three axes—reservoir dynamics, input‐reservoir coupling, and reservoir interconnectivity. Sweeping each axis, we locate the axis‐specific optimum of memory capacity; the dynamic axis displays the sharpest optimum.
Geon Kim, YongKeun Park
wiley +1 more source

