Dynamical fuzzy reasoning and its application to system modeling
Fuzzy Sets and Systems
Analyses for Lpμ-norm approximation capability of generalized Mamdani fuzzy systems
Information Sciences—Informatics and Computer Science: An International Journal
Approximation theory of fuzzy systems based upon genuine many-valued implications: MIMO Cases
Fuzzy Sets and Systems - Fuzzy models
Hierarchical TS fuzzy system and its universal approximation
Information Sciences—Informatics and Computer Science: An International Journal
Sufficient and necessary conditions for Boolean fuzzy systems as universal approximators
Information Sciences: an International Journal
Kernel shapes of fuzzy sets in fuzzy systems for function approximation
Information Sciences: an International Journal
Fuzzy adaptive backstepping robust control for SISO nonlinear system with dynamic uncertainties
Information Sciences: an International Journal
Stability analysis and stabilization for discrete-time fuzzy systems with time-varying delay
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Approximation of stochastic processes by T--S fuzzy systems
Fuzzy Sets and Systems
Information Sciences: an International Journal
Analysis and design of time-variant fuzzy systems based on dynamic fuzzy inference
Computers & Mathematics with Applications
Robust adaptive sliding-mode control for fuzzy systems with mismatched uncertainties
IEEE Transactions on Fuzzy Systems
Information Sciences: an International Journal
On the robustness of Type-1 and Interval Type-2 fuzzy logic systems in modeling
Information Sciences: an International Journal
Approximation properties of fuzzy systems generated by the min inference
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Approximation accuracy analysis of fuzzy systems as function approximators
IEEE Transactions on Fuzzy Systems
General SISO Takagi-Sugeno fuzzy systems with linear rule consequent are universal approximators
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
Modeling, identification, and control of a class of nonlinear systems
IEEE Transactions on Fuzzy Systems
H∞ fuzzy output feedback control design for nonlinear systems: an LMI approach
IEEE Transactions on Fuzzy Systems
Approximation Capabilities of Hierarchical Fuzzy Systems
IEEE Transactions on Fuzzy Systems
Fault Detection for Uncertain Fuzzy Systems: An LMI Approach
IEEE Transactions on Fuzzy Systems
A Probabilistic Neural-Fuzzy Learning System for Stochastic Modeling
IEEE Transactions on Fuzzy Systems
Hierarchical Fuzzy Systems for Function Approximation on Discrete Input Spaces With Application
IEEE Transactions on Fuzzy Systems
On the Continuity of Type-1 and Interval Type-2 Fuzzy Logic Systems
IEEE Transactions on Fuzzy Systems
Model Approximation for Discrete-Time State-Delay Systems in the T–S Fuzzy Framework
IEEE Transactions on Fuzzy Systems
Approximation theory of fuzzy systems-MIMO case
IEEE Transactions on Fuzzy Systems
| Hi-index | 0.07 |
In this paper, a dynamic fuzzy inference marginal linearization (DFIML) method is proposed for modeling nonlinear dynamic systems. This method can transfer a group of input-output data into a time-variant fuzzy system with variable coefficients. It is shown that solutions of time-variant fuzzy systems generalized by DFIML method are universal approximators to solutions of a class of non-autonomous systems. Also the analytical solutions of these time-variant fuzzy systems can be obtained. Finally, a simulation example is provided to illustrate the validity and potential of the developed techniques.