Immune model-based fault diagnosis
Mathematics and Computers in Simulation
On-line system identification of complex systems using Chebyshev neural networks
Applied Soft Computing
Recurrent neuro-fuzzy hybrid-learning approach to accurate system modeling
Fuzzy Sets and Systems
Applying lazy learning algorithms to tackle concept drift in spam filtering
Expert Systems with Applications: An International Journal
Neural input selection-A fast model-based approach
Neurocomputing
A self-organizing feature map-driven approach to fuzzy approximate reasoning
Expert Systems with Applications: An International Journal
An adaptive recurrent fuzzy system for nonlinear identification
Applied Soft Computing
Information Sciences: an International Journal
A new recurrent neurofuzzy network for identification of dynamic systems
Fuzzy Sets and Systems
Expert Systems with Applications: An International Journal
Modeling and control of non-linear systems using soft computing techniques
Applied Soft Computing
Brief paper: Nonlinear multivariable adaptive control using multiple models and neural networks
Automatica (Journal of IFAC)
Information Sciences: an International Journal
Engineering Applications of Artificial Intelligence
Brief paper: Identification of dynamic systems using Piecewise-Affine basis function models
Automatica (Journal of IFAC)
A real-time neuro-adaptive controller with guaranteed stability
Applied Soft Computing
Prediction of laser solid freeform fabrication using neuro-fuzzy method
Applied Soft Computing
Adaptive control of a nonlinear dc motor drive using recurrent neural networks
Applied Soft Computing
Multi-criteria optimization in nonlinear predictive control
Mathematics and Computers in Simulation
Choquet fuzzy integral based modeling of nonlinear system
Applied Soft Computing
Direct adaptive neural flight control system for an unstable unmanned aircraft
Applied Soft Computing
Fuzzy rules emulated network and its application on nonlinear control systems
Applied Soft Computing
Output tracking with constrained inputs via inverse optimal adaptive recurrent neural control
Engineering Applications of Artificial Intelligence
Neural network-based micropositioning control of smart shape memory alloy actuators
Engineering Applications of Artificial Intelligence
Nonlinear predictive control to track deviated power of an identified NNARX model of a hydro plant
Expert Systems with Applications: An International Journal
A fuzzy-neural multi-model for nonlinear systems identification and control
Fuzzy Sets and Systems
Artificial wavelet neural network and its application in neuro-fuzzy models
Applied Soft Computing
Adjoint EKF learning in recurrent neural networks for nonlinear active noise control
Applied Soft Computing
Optimal control for stochastic nonlinear singular system using neural networks
Computers & Mathematics with Applications
An Adaptive Internal Model Control Based on LS-SVM
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Nonlinear system identification: From multiple-model networks to Gaussian processes
Engineering Applications of Artificial Intelligence
Automatica (Journal of IFAC)
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A direct adaptive neural command controller design for an unstable helicopter
Engineering Applications of Artificial Intelligence
Performance enhancement for neural fuzzy systems using asymmetric membership functions
Fuzzy Sets and Systems
Multi-objective optimization of TSK fuzzy models
Expert Systems with Applications: An International Journal
Direct adaptive interval type-2 fuzzy control of multivariable nonlinear systems
Engineering Applications of Artificial Intelligence
A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks
Information Sciences: an International Journal
Minimal model dimension/order determination algorithms for recurrent neural networks
Pattern Recognition Letters
Gaussian process approach for modelling of nonlinear systems
Engineering Applications of Artificial Intelligence
T-S fuzzy model identification based on a novel fuzzy c-regression model clustering algorithm
Engineering Applications of Artificial Intelligence
Stable adaptive control with recurrent neural networks for square MIMO non-linear systems
Engineering Applications of Artificial Intelligence
Model-free adaptive control design using evolutionary-neural compensator
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Recurrent neuro-fuzzy system for fault detection and isolation in nuclear reactors
Advanced Engineering Informatics
On the use of the weighted fuzzy c-means in fuzzy modeling
Advances in Engineering Software
Prediction of a Lorenz chaotic attractor using two-layer perceptron neural network
Applied Soft Computing
New fuzzy wavelet neural networks for system identification and control
Applied Soft Computing
Adaptive neural model-based fault tolerant control for multi-variable processes
Engineering Applications of Artificial Intelligence
Soft computing-based active vibration control of a flexible structure
Engineering Applications of Artificial Intelligence
Neural network control of underwater vehicles
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
Dynamical membership functions: an approach for adaptive fuzzy modelling
Fuzzy Sets and Systems
An asymmetry-similarity-measure-based neural fuzzy inference system
Fuzzy Sets and Systems
Training of neural models for predictive control
Neurocomputing
Identification of nonlinear systems using Polynomial Nonlinear State Space models
Automatica (Journal of IFAC)
Multi groups cooperation based symbiotic evolution for TSK-type neuro-fuzzy systems design
Expert Systems with Applications: An International Journal
Review: An overview of dynamic parameter identification of robots
Robotics and Computer-Integrated Manufacturing
Improved identification of Hammerstein plants using new CPSO and IPSO algorithms
Expert Systems with Applications: An International Journal
A comparison of networked approximators in parallel mode identification of a bioreactor
Advances in Engineering Software
Design of interval networks based on neural network and Choquet integral
Applied Soft Computing
Stability and robustness of fuzzy adaptive control of nonlinear systems
Applied Soft Computing
A differential evolution based neural network approach to nonlinear system identification
Applied Soft Computing
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Wavelet based control for a class of delayed nonlinear systems with input constraints
Expert Systems with Applications: An International Journal
Brief paper: Adaptive RTRL based neurocontroller for damping subsynchronous oscillations using TCSC
Engineering Applications of Artificial Intelligence
System identification of nonlinear state-space models
Automatica (Journal of IFAC)
Artificial neural network based modelling of the Marshall Stability of asphalt concrete
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Two coupled neural-networks-based solution of the Hamilton-Jacobi-Bellman equation
Applied Soft Computing
Radial basis function networks with hybrid learning for system identification with outliers
Applied Soft Computing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Adaptive control of DC motor using bacterial foraging algorithm
Applied Soft Computing
An approach of nonlinear model multi-step-ahead predictive control based on SVM
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Fast online SVR algorithm based adaptive internal model control
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Information Sciences: an International Journal
Weighted on-line SVM regression algorithm and its application
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
Recurrent sparse support vector regression machines trained by active learning in the time-domain
Expert Systems with Applications: An International Journal
Brief paper: Dual adaptive control of nonlinear stochastic systems using neural networks
Automatica (Journal of IFAC)
A stable one-step-ahead predictive control of non-linear systems
Automatica (Journal of IFAC)
Brief Robot discrete adaptive control based on dynamic inversion using dynamical neural networks
Automatica (Journal of IFAC)
Automatica (Journal of IFAC)
Adaptive neural network control for strict-feedback nonlinear systems using backstepping design
Automatica (Journal of IFAC)
Editorial: Introduction to the special issue on neural network feedback control
Automatica (Journal of IFAC)
Recurrent neural networks for nonlinear output regulation
Automatica (Journal of IFAC)
Neural network enhanced output regulation in nonlinear systems
Automatica (Journal of IFAC)
Stable adaptive neuro-control design via Lyapunov function derivative estimation
Automatica (Journal of IFAC)
Adaptive-critic based optimal neuro control synthesis for distributed parameter systems
Automatica (Journal of IFAC)
Brief Adaptive control for output feedback nonlinear systems in the presence of modeling errors
Automatica (Journal of IFAC)
Book review: Nonlinear identification and control-a neural network approach
Automatica (Journal of IFAC)
Stable adaptive control with recurrent networks
Automatica (Journal of IFAC)
Adaptive NN control of uncertain nonlinear pure-feedback systems
Automatica (Journal of IFAC)
Adaptive output feedback control methodology applicable to non-minimum phase nonlinear systems
Automatica (Journal of IFAC)
Predictive neuro-control of uncertain systems: design and use of a neuro-optimizer
Automatica (Journal of IFAC)
Adaptive NN control for a class of strict-feedback discrete-time nonlinear systems
Automatica (Journal of IFAC)
Automatica (Journal of IFAC)
Book review: Neural and adaptive systems: fundamentals through simulations
Automatica (Journal of IFAC)
Brief Recurrent neural block form control
Automatica (Journal of IFAC)
Book review: Adaptive neural network control of robotic manipulators
Automatica (Journal of IFAC)
Book review: Cellular neural networks and visual computing
Automatica (Journal of IFAC)
A hybrid evolutionary learning algorithm for TSK-type fuzzy model design
Mathematical and Computer Modelling: An International Journal
Identifying chaotic systems using Wiener and Hammerstein cascade models
Mathematical and Computer Modelling: An International Journal
Neurocontrol of nonlinear systems via local memory neurons
Mathematical and Computer Modelling: An International Journal
A comparison of adaptive critic and chemotaxis methods in adaptive control
Mathematical and Computer Modelling: An International Journal
Implementation of a neural network controller and estimator using a digital signal processing chip
Mathematical and Computer Modelling: An International Journal
Identification of nonlinear dynamics using a general spatio-temporal network
Mathematical and Computer Modelling: An International Journal
Neurocontrol of an aircraft: Application to windshear
Mathematical and Computer Modelling: An International Journal
A robust neurocontroller incorporating a priori knowledge of plant dynamics
Mathematical and Computer Modelling: An International Journal
Neurocontrol: A literature survey
Mathematical and Computer Modelling: An International Journal
Nonlinear system identification and adaptive control using polynomial networks
Mathematical and Computer Modelling: An International Journal 7777
Recurrent wavelet-based neuro fuzzy networks for dynamic system identification
Mathematical and Computer Modelling: An International Journal
Dynamic control model of BOF steelmaking process based on ANFIS and robust relevance vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Channel status prediction for cognitive radio networks
Wireless Communications & Mobile Computing
Two Types of Haar Wavelet Neural Networks for Nonlinear System Identification
Neural Processing Letters
Neural identification of dynamic systems on FPGA with improved PSO learning
Applied Soft Computing
Estimating the non-linear dynamics of free-flying objects
Robotics and Autonomous Systems
Optical Memory and Neural Networks
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
A model reference neural speed regulator applied to belt-driven servomechanism
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Regional models for nonlinear system identification using the self-organizing map
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Engineering Applications of Artificial Intelligence
Hybrid adaptive wavelet-neuro-fuzzy system for chaotic time series identification
Information Sciences: an International Journal
Local model network identification for online engine modelling
Information Sciences: an International Journal
Nonlinear discrete time neural network observer
Neurocomputing
A context layered locally recurrent neural network for dynamic system identification
Engineering Applications of Artificial Intelligence
Dynamic neural networks with hybrid structures for nonlinear system identification
Engineering Applications of Artificial Intelligence
Neural network modeling of a flexible manipulator robot
CISIM'12 Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management
Nonlinear spline adaptive filtering
Signal Processing
Discrete-time inverse optimal neural control for synchronous generators
Engineering Applications of Artificial Intelligence
Journal of Computational and Applied Mathematics
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Development of structural methods for the study of complex dynamical systems
Automation and Remote Control
Provably safe and robust learning-based model predictive control
Automatica (Journal of IFAC)
Recurrent neural control of a continuous bioprocess using first and second order learning
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Identification and control of PMSM using adaptive BP-PID neural network
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Output feedback adaptive robust NN control for a class of nonlinear discrete-time systems
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Engineering Applications of Artificial Intelligence
Engineering Applications of Artificial Intelligence
Proceedings of the Fourth Symposium on Information and Communication Technology
Evolving intelligent system for the modelling of nonlinear systems with dead-zone input
Applied Soft Computing
Fault detection and isolation for PEM fuel cell stack with independent RBF model
Engineering Applications of Artificial Intelligence
Adaptive-type servo controller utilizing a quantum neural network with qubit neurons
International Journal of Hybrid Intelligent Systems
International Journal of Hybrid Intelligent Systems
Choquet fuzzy integral based verification of handwritten signatures
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
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It is demonstrated that neural networks can be used effectively for the identification and control of nonlinear dynamical systems. The emphasis is on models for both identification and control. Static and dynamic backpropagation methods for the adjustment of parameters are discussed. In the models that are introduced, multilayer and recurrent networks are interconnected in novel configurations, and hence there is a real need to study them in a unified fashion. Simulation results reveal that the identification and adaptive control schemes suggested are practically feasible. Basic concepts and definitions are introduced throughout, and theoretical questions that have to be addressed are also described