Lyapunov stability analysis in the training of type 2 neuro-fuzzy inference system with a hybrid algorithm based on gradient descent and Kalman filter
The stability of the training process in the identification of nonlinear systems is one of the foremost issues in control research. This paper studies the training stability of an interval type 2 adaptive neuro-fuzzy Inference system (IT2ANFIS) as an identifier through a newfound Lyapunov function....
| Main Authors: | , , |
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| Format: | Article |
| Language: | fas |
| Published: |
Semnan University
2022-03-01
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| Series: | مجله مدل سازی در مهندسی |
| Subjects: | |
| Online Access: | https://modelling.semnan.ac.ir/article_5729_a97b959f5a2107dc941600ab75640f9d.pdf |