Recurrent neuro-fuzzy hybrid-learning approach to accurate system modeling
Fuzzy Sets and Systems
A self-organizing feature map-driven approach to fuzzy approximate reasoning
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Fuzzy approximate disturbance decoupling of MIMO nonlinear systems by backstepping approach
Fuzzy Sets and Systems
A fuzzy Actor-Critic reinforcement learning network
Information Sciences: an International Journal
Fuzzy classifier design using genetic algorithms
Pattern Recognition
Mixed H 2/H∞ autopilot design of bank-to-turn missiles using fuzzy basis function networks
Fuzzy Sets and Systems
Decoupled sliding-mode with fuzzy-neural network controller for nonlinear systems
International Journal of Approximate Reasoning
Kernel shapes of fuzzy sets in fuzzy systems for function approximation
Information Sciences: an International Journal
Input-output modelling with decomposed neuro-fuzzy ARX model
Neurocomputing
Evolving fuzzy classifiers using different model architectures
Fuzzy Sets and Systems
Incremental learning of dynamic fuzzy neural networks for accurate system modeling
Fuzzy Sets and Systems
CMAC-based neuro-fuzzy approach for complex system modeling
Neurocomputing
Brief paper: Direct adaptive fuzzy control of nonlinear strict-feedback systems
Automatica (Journal of IFAC)
Approximation capabilities of multilayer fuzzy neural networks on the set of fuzzy-valued functions
Information Sciences: an International Journal
Online fuzzy identification for an intelligent controller based on a simple platform
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
A new probabilistic fuzzy model: Fuzzification--Maximization (FM) approach
International Journal of Approximate Reasoning
Using a non-uniform self-selective coder for option pricing
Applied Soft Computing
On the use of the weighted fuzzy c-means in fuzzy modeling
Advances in Engineering Software
Cascaded centralized TSK fuzzy system: universal approximator and high interpretation
Applied Soft Computing
Design of local fuzzy models using evolutionary algorithms
Computational Statistics & Data Analysis
SVM-based fuzzy rules acquisition system for pulsed GTAW process
Engineering Applications of Artificial Intelligence
A new T-S fuzzy-modeling approach to identify a boiler-turbine system
Expert Systems with Applications: An International Journal
Direct adaptive fuzzy control for nonlinear systems with time-varying delays
Information Sciences: an International Journal
Advanced fuzzy inference engines in situation aware computing
Fuzzy Sets and Systems
Statistical and Fuzzy Approaches for Atmospheric Boundary Layer Classification
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
Approximation properties of piece-wise parabolic functions fuzzy logic systems
Fuzzy Sets and Systems
A recurrent fuzzy filter for the analysis of lung sounds
Fuzzy Sets and Systems
A fuzzy approach to image analysis in HLA typing using oligonucleotide microarrays
Fuzzy Sets and Systems
Adaptive control of robot manipulators using fuzzy logic systems under actuator constraints
Fuzzy Sets and Systems
A computed torque controller for uncertain robotic manipulator systems: Fuzzy approach
Fuzzy Sets and Systems
Direct adaptive self-structuring fuzzy controller for nonaffine nonlinear system
Fuzzy Sets and Systems
Three-dimensional min--max-gravity based fuzzy PID inference analysis and tuning
Fuzzy Sets and Systems
Mean-based fuzzy identifier and control of uncertain nonlinear systems
Fuzzy Sets and Systems
Noninteractive fuzzy rule-based systems
Information Sciences: an International Journal
On-line evolving image classifiers and their application to surface inspection
Image and Vision Computing
Analysis and design of time-variant fuzzy systems based on dynamic fuzzy inference
Computers & Mathematics with Applications
Fuzzy hyperbolic neural network with time-varying delays
Fuzzy Sets and Systems
On maximum likelihood fuzzy neural networks
Fuzzy Sets and Systems
On-line incremental feature weighting in evolving fuzzy classifiers
Fuzzy Sets and Systems
Type-2 fuzzy sliding mode control without reaching phase for nonlinear system
Engineering Applications of Artificial Intelligence
A self-tuning fuzzy controller for a class of multi-input multi-output nonlinear systems
Engineering Applications of Artificial Intelligence
An architecture for adaptive fuzzy control in industrial environments
Computers in Industry
Center-of-gravity fuzzy systems based on normal fuzzy implications
Computers & Mathematics with Applications
Learning interpretable fuzzy inference systems with FisPro
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Adaptive fuzzy logic control of discrete-time dynamical systems
Automatica (Journal of IFAC)
Technical communique: Identification of dynamical systems with a robust interval fuzzy model
Automatica (Journal of IFAC)
Fuzzy modelling and tracking control of nonlinear systems
Mathematical and Computer Modelling: An International Journal
On employing fuzzy modeling algorithms for the valuation of residential premises
Information Sciences: an International Journal
FuzMet: a fuzzy-logic based alert prioritization engine for intrusion detection systems
International Journal of Network Management
Expert Systems with Applications: An International Journal
Generation of a probabilistic fuzzy rule base by learning from examples
Information Sciences: an International Journal
Interaction analysis and loop pairing for MIMO processes described by T--S fuzzy models
Fuzzy Sets and Systems
Information Sciences: an International Journal
Online extraction of main linear trends for nonlinear time-varying processes
Information Sciences: an International Journal
Adaptive control for nonlinear MIMO time-delay systems based on fuzzy approximation
Information Sciences: an International Journal
Fuzzy adaptive backstepping control of a two degree of freedom parallel robot
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part I
Data driven system identification using evolutionary algorithms
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Adaptive H8 Fuzzy Control for a Class of Uncertain Discrete-Time Nonlinear Systems
International Journal of Artificial Life Research
Adaptive fuzzy tracking control of nonlinear MIMO systems with time-varying delays
Fuzzy Sets and Systems
On the inference and approximation properties of belief rule based systems
Information Sciences: an International Journal
A novel self-constructing Radial Basis Function Neural-Fuzzy System
Applied Soft Computing
Adaptive fuzzy identification and predictive control for industrial processes
Expert Systems with Applications: An International Journal
Advances in Fuzzy Systems
The fuzzy based QMPR selection for OLSR routing protocol
Wireless Networks
Multiple DNN identifier for uncertain nonlinear systems based on Takagi-Sugeno inference
Fuzzy Sets and Systems
Design of a unified adaptive fuzzy observer for uncertain nonlinear systems
Information Sciences: an International Journal
TS-fuzzy modeling based on ε-insensitive smooth support vector regression
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
A new method for fuzzy rule base reduction
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Fuzzy systems are represented as series expansions of fuzzy basis functions which are algebraic superpositions of fuzzy membership functions. Using the Stone-Weierstrass theorem, it is proved that linear combinations of the fuzzy basis functions are capable of uniformly approximating any real continuous function on a compact set to arbitrary accuracy. Based on the fuzzy basis function representations, an orthogonal least-squares (OLS) learning algorithm is developed for designing fuzzy systems based on given input-output pairs; then, the OLS algorithm is used to select significant fuzzy basis functions which are used to construct the final fuzzy system. The fuzzy basis function expansion is used to approximate a controller for the nonlinear ball and beam system, and the simulation results show that the control performance is improved by incorporating some common-sense fuzzy control rules