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- Title
Output feedback passification of a class of fractional-order static neural networks.
- Authors
Thuan, Mai Viet; Thanh, Nguyen Truong; Huyen, Nguyen Thi Thanh; Hong, Duong Thi
- Abstract
In this paper, a linear matrix inequality (LMI)-based design is proposed for the passivity-based output feedback control problem of fractional-order static neural networks (FOSNNs). Different from the current works, the studied model is the static fractional-order neural network. The novel convex Lyapunov function is constructed to obtain new conditions for the existence of output feedback controllers which guarantee the closed-loop systems are passive. In addition, we also extend the obtained results to generalized fractional-order neural networks. A numerical example is presented to verify the proposed results.
- Subjects
ARTIFICIAL neural networks; LINEAR matrix inequalities; PSYCHOLOGICAL feedback; CLOSED loop systems; LYAPUNOV functions; CONVEX functions
- Publication
Transactions of the Institute of Measurement & Control, 2023, Vol 45, Issue 16, p3147
- ISSN
0142-3312
- Publication type
Article
- DOI
10.1177/01423312231163915