Adaptive control of unknown plants using dynamical neural networks
From MaRDI portal
Publication:5365712
DOI10.1109/21.278990zbMath1371.93112OpenAlexW2113756475MaRDI QIDQ5365712
George A. Rovithakis, Manolis A. Christodoulou
Publication date: 9 October 2017
Published in: IEEE Transactions on Systems, Man, and Cybernetics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1109/21.278990
Control/observation systems involving computers (process control, etc.) (93C83) Adaptive control/observation systems (93C40)
Related Items
Neuro-fuzzy adaptive control based on dynamic inversion for robotic manipulators, Adaptive NN control of uncertain nonlinear pure-feedback systems, Observer-based indirect adaptive fuzzy-neural tracking control for nonlinear SISO systems using VSS and \(H^{\infty}\) approaches, Neurocontrol of an aircraft: Application to windshear, Stability of intelligent transportation network dynamics: a daily path flow adjustment considering travel time differentiation, Nonlinear Structural Vibration Suppression Using Dynamic Neural Network Observer and Adaptive Fuzzy Sliding Mode Control, Dual adaptive control of nonlinear stochastic systems using neural networks, Optimal control for nonlinear singular systems with quadratic performance using neural networks, Peak-to-peak exponential direct learning of continuous-time recurrent neural network models: a matrix inequality approach, Passive learning and input-to-state stability of switched Hopfield neural networks with time-delay, Some new results on stability of Takagi-Sugeno fuzzy Hopfield neural networks, A new robust training law for dynamic neural networks with external disturbance: an LMI approach, A survey of adaptive optimal control theory, Output-feedback control of nonlinear systems using direct adaptive fuzzy-neural controller, Exponential \(\mathcal H_{\infty}\) stable learning method for Takagi-Sugeno fuzzy delayed neural networks: a convex optimization approach, Discrete-time model reference adaptive control of nonlinear dynamical systems using neural networks, Differential neural networks for identification and filtering in nonlinear dynamic games, Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems, Provably safe and robust learning-based model predictive control, Neural network solution for finite-horizonH∞state feedback control of nonlinear systems, DNN-state identification of 2D distributed parameter systems, Stable adaptive control of feedback linearizable time-varying non-linear systems with application to fault-tolerant engine control, ${\mathcal H}_{\infty}$ WEIGHT LEARNING ALGORITHM OF RECURRENT NEURAL NETWORKS WITH TIME-DELAY, Neurocontrol of nonlinear systems via local memory neurons, Adaptive hybrid type-2 intelligent sliding mode control for uncertain nonlinear multivariable dynamical systems, A novel scheme for the design of backstepping control for a class of nonlinear systems, Stable adaptive neuro-control design via Lyapunov function derivative estimation, On-line identification and adaptive trajectory tracking for nonlinear stochastic continuous time systems using differential neural networks, QUALITY-OF-SERVICE ADAPTIVE CONTROL OF MULTIMEDIA SERVICES IN SHORT-TERM RESOURCE RESERVATION NETWORKS, Based on interval type-2 fuzzy-neural network direct adaptive sliding mode control for SISO nonlinear systems, Exact Takagi-Sugeno descriptor models of recurrent high-order neural networks for control applications, Fuzzy adaptive control of a certain class of SISO discrete-time processes, Avoiding singularities in recurrent neural control for induction motors, UNCERTAIN CHAOTIC SYSTEM CONTROL VIA ADAPTIVE NEURAL DESIGN, Design and performance analysis of tracking controller for uncertain nonlinear composite system using neural networks, Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approach, Adaptive fuzzy control of MIMO nonlinear systems, Dynamic system identification via recurrent multilayer perceptrons, Robot discrete adaptive control based on dynamic inversion using dynamical neural networks, Multilayer dynamic neural networks for non-linear system on-line identification
