Z-number based fuzzy neural network for system identification

RH Abiyev, R Aliev, O Kaynak - Journal of Intelligent & Fuzzy …, 2023 - content.iospress.com
In this paper, a novel Z-number based Fuzzy Neural Network (Z-FNN) based on the
integration of Z-valued fuzzy logic and neural networks is proposed. Z-valued fuzzy rule …

Wavelet CMAC for MIMO uncertain nonlinear systems using a modified social ski‐driver algorithm

CM Lin, CTP Le, TT Huynh, F Chao - Asian Journal of Control, 2023 - Wiley Online Library
This study uses a Mexican hat wavelet membership function for a cerebellar model
articulation controller (CMAC) to develop a more efficient adaptive controller for multiple …

[HTML][HTML] A New Method for Dynamical System Identification by Optimizing the Control Parameters of Legendre Multiwavelet Neural Network

X Zheng, S Liu, Z Yu, C Luo - Mathematics, 2023 - mdpi.com
Wavelet neural networks have been widely applied to dynamical system identification fields.
The most difficult issue lies in selecting the optimal control parameters (the wavelet base …

Skin Detection System Based Fuzzy Neural Networks for Skin Identification

IJ Bush, R Abiyev - Machine Learning and the Internet of Things in …, 2023 - Springer
Abstract Machine learning is an effective technology for big data augmentation and analysis.
This research proposes an integrated machine learning algorithm (Skin Detection System) …

Approximation of functions by a wavelet neural network built using a hybrid approach based on the genetic algorithm and the Gram-Schmidt Selection method

A DAKHL, M Jebali, BEN Chokri - Procedia Computer Science, 2023 - Elsevier
The performance and power of Wavelet Neural Networks (WNNs) rely on the proper
structure of the WNN. In this study, a hybrid approach is suggested to build a Wavelet Neural …

An Application Study on the Innovative Design of Electric Energy Saving for Different Heating Covers

X Yu, YC Huang, F FuChing-Hai… - 2023 6th International …, 2023 - ieeexplore.ieee.org
The entry point of this research is to reduce energy demand through different hardware
designs and changes in power management control. In the future, better energy saving …

[PDF][PDF] Soft Computing Based Sliding Surface Adjustment of Second Order Sliding Mode Controllers: An Application to Ship Steering Model

VP Basheer, A Kareem, G Aithal - Journal of Survey in …, 2023 - sifisheriessciences.com
Soft Computing Based Sliding Surface Adjustment of Second Order Sliding Mode Controllers:
An Application to Ship Steering Model Page 1 Journal of Survey in Fisheries Sciences 10(1) …

[引用][C] Legendre Multiwavelet Neural Network for Dynamical System Identification

Z Xiaoyang, L Chengyou - Available at SSRN 4361658