Search Results - fuzzy/neural approximators

Adaptive backstepping control for flexible-joint manipulator using interval type-2 fuzzy neural network approximator

Authors: Songyi Dian Yi Hu Tao Zhao et al.

Source: Nonlinear Dynamics. 97:1567-1580

Subject Terms: 0209 industrial biotechnology, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://link.springer.com/article/10.1007/s11071-019-05073-8

Adaptive control for a class of nonlinear system using general type-2 fuzzy neural networks approximator

Authors: Haipeng Wang Tao Zhao Yi Hu et al.

Source: Proceedings of the 2019 4th International Conference on Automation, Control and Robotics Engineering. :1-6

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dl.acm.org/doi/10.1145/3351917.3351944
https://dblp.uni-trier.de/db/conf/cacre/cacre2019.html#HuW0D19

Petri type 2 fuzzy neural networks approximator for adaptive control of uncertain non‐linear systems

Authors: Omar Bouhali Youssouf Bibi Tarek Bouktir

Source: IET Control Theory & Applications. 11:3130-3136

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://digital-library.theiet.org/content/journals/10.1049/iet-cta.2017.0610

A fuzzy neural network approximator with fast terminal sliding mode and its applications

Authors: Yu, Shuanghe Yu, Xinghuo Man, Zhihong et al.

Contributors: Yu, Shuanghe Yu, Xinghuo Man, Zhihong et al.

Source: Fuzzy Sets and Systems. 148:469-486

Subject Terms: 0209 industrial biotechnology, Learning and adaptive systems in artificial intelligence, Fuzzy systems, Fuzzy neural network -- Approximation -- Terminal sliding mode -- Gradient descent learning -- Finite time convergence, 02 engineering and technology, Gradient descent learning, TBA, Neural computers, Finite time convergence, Neural networks (Computer science), Terminal sliding mode, Lyapunov stability, 0202 electrical engineering, electronic engineering, information engineering, Fuzzy neural network, Journal Article. Refereed, Scholarly Journal, Approximation

File Description: application/xml

Access URL: https://zbmath.org/2125989
https://doi.org/10.1016/j.fss.2003.12.004

A Novel Fuzzy Neural Network Approximator with Exponential Fast Terminal Sliding Mode

Authors: Ming He Huafeng Liu Yunfeng Liu et al.

Source: 2008 7th World Congress on Intelligent Control and Automation. :4736-4740

Subject Terms: 0209 industrial biotechnology, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000004593689

Are regular fuzzy neural nets universal approximators?

Authors: Yoichi Hayashi James J. Buckley

Source: Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan). 1:721-724

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://ieeexplore.ieee.org/document/714015/
https://meiji.elsevierpure.com/en/publications/are-regular-fuzzy-neural-nets-universal-approximators

Hybrid fuzzy neural nets are universal approximators

Authors: U. Hayashi James J. Buckley

Source: Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference. :238-243

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://ieeexplore.ieee.org/document/343759/
https://ieeexplore.ieee.org/document/343759/

Robust Direct Adaptive Controller for a Class of Uncertain Nonlinear Systems Using Petri Type 2 Fuzzy Neural Networks (PT2FNN) as a New Approximator.

Authors: Bibi, Youssouf Bouhali, Omar Bouktir, Tarek

Source: Journal of Electrical Systems. Jun2019, Vol. 15 Issue 2, p181-196. 16p.

Subject Terms: *FUZZY neural networks, *UNCERTAIN systems, *NONLINEAR systems, *ADAPTIVE fuzzy control

Conventional, fuzzy, neural, and fuzzy-neural function approximators

Authors: Peter Vas

Source: Artificial-Intelligence-Based Electrical Machines and Drives ISBN: 9780198593973

Robust Direct Adaptive Controller for a Class of Uncertain Nonlinear Systems Using Petri Type 2 Fuzzy Neural Networks (PT2FNN) as a New Approximator

Authors: Youssouf Bibi Omar Bouhali Tarek Bouktir

Source: Journal of Electrical Systems, Vol 15, Iss 2, Pp 181-196 (2019)

Subject Terms: fuzzy systems (fs), neural networks (nn), fuzzy wavelet neural networks (fwnn), petri fuzzy systems (pfs), petri fuzzy type 2 neural networks (pt2fnn), wavelet neural networks (wnn), direct and indirect adaptive control, lyapunov stability, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Relation: https://journal.esrgroups.org/jes/papers/15_2_2.pdf; https://doaj.org/toc/1112-5209; https://doaj.org/article/e4ec917b804e444fb1cc457d0d0f8a7b

Availability: https://doaj.org/article/e4ec917b804e444fb1cc457d0d0f8a7b

Experimental Investigation of an Adaptive Fuzzy-Neural Fast Terminal Synergetic Controller for Buck DC/DC Converters

Authors: Badreddine Babes Noureddine Hamouda Fahad Albalawi et al.

Source: Sustainability, Vol 14, Iss 7967, p 7967 (2022)

Subject Terms: synergetic control (SC) law, fuzzy neural network (FNN) approximator, fast terminal synergetic controller (FTSC), finite-time convergence, DC/DC buck converter, Environmental effects of industries and plants, TD194-195, Renewable energy sources, TJ807-830, Environmental sciences, GE1-350

Relation: https://www.mdpi.com/2071-1050/14/13/7967; https://doaj.org/toc/2071-1050; https://doaj.org/article/9e3e8617309047e69897b4cb2e14ccc4

Availability: https://doi.org/10.3390/su14137967
https://doaj.org/article/9e3e8617309047e69897b4cb2e14ccc4

Cooperative and robust object handling by multiple manipulators based on the differential equation approximator.

Authors: Izadbakhsh, Alireza Nikdel, Nazila Deylami, Ali

Source: ISA Transactions. Sep2022:Part B, Vol. 128, p68-80. 13p.

Subject Terms: Differential equations, Fuzzy neural networks, Manipulators (Machinery), Mathematical analysis, Robot control systems, Robust control

Universal approximations of continuous fuzzy-valued functions by multi-layer regular fuzzy neural networks

Authors: Puyin Liu

Source: Fuzzy Sets and Systems. 119:313-320

Subject Terms: Fuzzy control/observation systems, 0202 electrical engineering, electronic engineering, information engineering, fuzzy neural networks, universal approximator, 02 engineering and technology, Neural networks for/in biological studies, artificial life and related topics, Approximation by other special function classes, fuzzy-valued functions

File Description: application/xml

Access URL: https://zbmath.org/1593972
https://doi.org/10.1016/s0165-0114(99)00132-3

Approximation capabilities of multilayer feedforward regular fuzzy neural networks

Authors: Liu Puyin

Source: Applied Mathematics-A Journal of Chinese Universities. 16:45-57

Subject Terms: cut-preserving fuzzy mapping, continuous fuzzy functions, multivariate Bernstein polynomials, 0202 electrical engineering, electronic engineering, information engineering, Fuzzy functional analysis, 02 engineering and technology, universal approximators fuzzy valued Bernstein polynomials, Neural networks for/in biological studies, artificial life and related topics, four-layer feedforward regular fuzzy neural networks

File Description: application/xml

Access URL: https://link.springer.com/article/10.1007/s11766-001-0036-9

Representation of digital image by fuzzy neural network

Authors: Puyin Liu

Source: Fuzzy Sets and Systems. 130:109-123

Subject Terms: Computing methodologies and applications, Universal approximator, Filter, Learning and adaptive systems in artificial intelligence, 0202 electrical engineering, electronic engineering, information engineering, Fuzzy neural network, 02 engineering and technology, Computing methodologies for image processing, Digital image

File Description: application/xml

Access URL: https://zbmath.org/1864827
https://doi.org/10.1016/s0165-0114(01)00238-x
http://www.sciencedirect.com/science/article/pii/S016501140100238X
https://dblp.uni-trier.de/db/journals/fss/fss130.html#Liu02
https://www.sciencedirect.com/science/article/pii/S016501140100238X#!
https://www.sciencedirect.com/science/article/pii/S016501140100238X

Fuzzy Neural Networks Are Universal Approximators

Authors: Thomas Feuring W.-M. Lippe The Pennsylvania State University CiteSeerX Archives

Contributors: Thomas Feuring W.-M. Lippe The Pennsylvania State University CiteSeerX Archives

Source: http://cs.uni-muenster.de/SoftComputing/publications/./archiv/proceedings/1995/IFSA_saopaulo_95.ps.gz.

File Description: application/postscript

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.44.5811

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.44.5811
http://cs.uni-muenster.de/SoftComputing/publications/./archiv/proceedings/1995/IFSA_saopaulo_95.ps.gz

A fuzzy neural network approximator with fast terminal sliding mode and its applications

Authors: Yu, Shuanghe. Yu, Xing Huo. Man, Zhihong.

Source: Yu, S, Yu, X & Man, Z 2002, 'A fuzzy neural network approximator with fast terminal sliding mode and its applications', paper presented at 9th International Conference on Neural Information Processing, Singapore.

Subject Terms: Neural networks (Computer science), TBA, Neural computers, Fuzzy systems, Lyapunov stability, Fuzzy neural network -- Approximation -- Terminal sliding mode -- Gradient descent learning -- Finite time convergence

Relation: Proceedings of the 9th international conference on neural information processing (ICONIP'02), Vol. 3 / Lipo Wang, Jagath C. Rajapakse, Kunihiko Fukushima, Soo-Young Lee and Xin Yao, editors. Singapore : IEEE Service Center, 2002. p. 1257-1261 5 pages Refereed 9810475241; ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.; cqu:1721; http://hdl.cqu.edu.au/10018/2869

Availability: http://hdl.cqu.edu.au/10018/2869

Robust Multi-Performances Control for Four-Link Manipulator Arm.

Authors: Chi, Kuang-Hui Hsiao, Yung-Feng Chen, Chung-Cheng

Source: Applied Sciences (2076-3417); May2025, Vol. 15 Issue 10, p5540, 36p

Subject Terms: FUZZY neural networks, SINGULAR perturbations, ROBUST control, SPACE exploration, AGRICULTURE, MANIPULATORS (Machinery), ADAPTIVE fuzzy control

Adaptive backstepping control for flexible-joint manipulator using interval type-2 fuzzy neural network approximator.

Authors: Dian, Songyi Hu, Yi Zhao, Tao et al.

Source: Nonlinear Dynamics; Jul2019, Vol. 97 Issue 2, p1567-1580, 14p

Petri type 2 fuzzy neural networks approximator for adaptive control of uncertain non-linear systems.

Authors: Bibi, Youssouf Bouhali, Omar Bouktir, Tarek

Source: IET Control Theory & Applications (Wiley-Blackwell); 2017, Vol. 11 Issue 17, p3130-3136, 7p

Subject Terms: ADAPTIVE control systems, ARTIFICIAL neural networks, NONLINEAR systems, FUZZY systems, LYAPUNOV functions, CLOSED loop systems