Control of chaotic systems through reservoir computing

DOI10.1063/5.0176358zbMATH Open1546.34138MaRDI QIDQ6553618

Jiali Zhao, Tomasz Kapitaniak, Yanming Liang, Zifei Lin, Jing Feng

Publication date: 11 June 2024

Published in: Chaos (Search for Journal in Brave)

Control problems involving ordinary differential equations (34H05) Dynamical systems in control (37N35) Numerical chaos (65P20) Approximation methods and numerical treatment of dynamical systems (37M99) Chaos control for problems involving ordinary differential equations (34H10)

Cites Work

Title not available (Why is that?)
On the Implementation of the 0–1 Test for Chaos
Chaos and optimal control of equilibrium states of tumor system with drug
Lyapunov exponents of two stochastic Lorenz 63 systems
Deep recurrent neural networks with finite-time terminal sliding mode control for a chaotic fractional-order financial system with market confidence
A resilient optimized dynamic event-triggered mechanism on networked control system with switching behavior under mixed attacks
Neural machine-based forecasting of chaotic dynamics
Testing for chaos in deterministic systems with noise
A new test for chaos in deterministic systems
Using machine learning to predict statistical properties of non-stationary dynamical processes: System climate,regime transitions, and the effect of stochasticity
Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data
Reconstructing bifurcation diagrams only from time-series data generated by electronic circuits in discrete-time dynamical systems
Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks
A machine learning method for computing quasi-potential of stochastic dynamical systems
Intelligent dynamic practical-sliding-mode control for singular Markovian jump systems
Chaos control in a multiple delayed phytoplankton-zooplankton model with group defense and predator's interference
Control of escapes in two-degree-of-freedom open Hamiltonian systems

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