AIMC Topic: Feedback

Clear Filters Showing 151 to 160 of 609 articles

Online Optimal Adaptive Control of Partially Uncertain Nonlinear Discrete-Time Systems Using Multilayer Neural Networks.

IEEE transactions on neural networks and learning systems Aug 31, 2022
This article intends to address an online optimal adaptive regulation of nonlinear discrete-time systems in affine form and with partially uncertain dynamics using a multilayer neural network (MNN). The actor-critic framework estimates both the optim...
Nonlinear Dynamics Algorithms Feedback Computer Simulation Neural Networks, Computer
View on PubMed DOI

Distributed Intelligent Learning and Decision Model Based on Logic Predictive Control.

Computational intelligence and neuroscience Aug 30, 2022
By the method of documentation and logical analysis, based on the data, based on logic and based on the knowledge of three kinds of artificial intelligence in the sports education, the intelligent learning system feedback delay are studied, combined ...
Feedback Algorithms Artificial Intelligence Computer Simulation Logic
View on PubMed DOI

Comparison of Deep Learning and Deterministic Algorithms for Control Modeling.

Sensors (Basel, Switzerland) Aug 24, 2022
Controlling nonlinear dynamics arises in various engineering fields. We present efforts to model the forced van der Pol system control using physics-informed neural networks (PINN) compared to benchmark methods, including idealized nonlinear feedforw...
Neural Networks, Computer Nonlinear Dynamics Computer Simulation Algorithms Feedback Deep Learning
View on PubMed DOI

Synergetic learning structure-based neuro-optimal fault tolerant control for unknown nonlinear systems.

Neural networks : the official journal of the International Neural Network Society Aug 18, 2022
In this paper, a synergetic learning structure-based neuro-optimal fault tolerant control (SLSNOFTC) method is proposed for unknown nonlinear continuous-time systems with actuator failures. Under the framework of the synergetic learning structure (SL...
Nonlinear Dynamics Reproducibility of Results Feedback Computer Simulation Neural Networks, Computer
View on PubMed DOI

Fuzzy Multiple Hidden Layer Recurrent Neural Control of Nonlinear System Using Terminal Sliding-Mode Controller.

IEEE transactions on cybernetics Aug 18, 2022
This study designs a fuzzy double hidden layer recurrent neural network (FDHLRNN) controller for a class of nonlinear systems using a terminal sliding-mode control (TSMC). The proposed FDHLRNN is a fully regulated network, which can be simply conside...
Nonlinear Dynamics Fuzzy Logic Neural Networks, Computer Feedback Algorithms
View on PubMed DOI

Feedback Pinning Control of Successive Lag Synchronization on a Dynamical Network.

IEEE transactions on cybernetics Aug 18, 2022
In nature and human society, successive lag synchronization (SLS) is an important synchronization phenomenon. Compared with other synchronization patterns, the control theory of SLS is very lacking. To this end, we first introduce a complex dynamical...
Humans Neural Networks, Computer Feedback Algorithms
View on PubMed DOI

Event-Triggered Adaptive Neural Control for Fractional-Order Nonlinear Systems Based on Finite-Time Scheme.

IEEE transactions on cybernetics Aug 18, 2022
This article addresses the finite-time event-triggered adaptive neural control for fractional-order nonlinear systems. Based on the backstepping technique, a novel adaptive event-triggered control scheme is proposed, and finite-time stability criteri...
Neural Networks, Computer Algorithms Feedback Computer Simulation Nonlinear Dynamics
View on PubMed DOI

Event-Triggered ADP for Tracking Control of Partially Unknown Constrained Uncertain Systems.

IEEE transactions on cybernetics Aug 18, 2022
An event-triggered adaptive dynamic programming (ADP) algorithm is developed in this article to solve the tracking control problem for partially unknown constrained uncertain systems. First, an augmented system is constructed, and the solution of the...
Nonlinear Dynamics Feedback Neural Networks, Computer Algorithms Computer Simulation
View on PubMed DOI

Dissipativity-Based Intermittent Fault Detection and Tolerant Control for Multiple Delayed Uncertain Switched Fuzzy Stochastic Systems With Unmeasurable Premise Variables.

IEEE transactions on cybernetics Aug 18, 2022
This study focuses on dissipativity-based fault detection for multiple delayed uncertain switched Takagi-Sugeno fuzzy stochastic systems with intermittent faults and unmeasurable premise variables. Nonlinear dynamics, exogenous disturbances, and meas...
Algorithms Models, Statistical Nonlinear Dynamics Fuzzy Logic Feedback
View on PubMed DOI

Deep Learning for Robust Adaptive Inverse Control of Nonlinear Dynamic Systems: Improved Settling Time with an Autoencoder.

Sensors (Basel, Switzerland) Aug 9, 2022
An adaptive deep neural network is used in an inverse system identification setting to approximate the inverse of a nonlinear plant with the aim of constituting the plant controller by copying to the latter the weights and architecture of the converg...
Algorithms Neural Networks, Computer Nonlinear Dynamics Feedback Computer Simulation Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals