| Research Title |
Mixed H-infinity and Passivity Analysis for Neural
Networks with Mixed Time-Varying Delays via
Feedback Control |
| Date of Distribution |
16 March 2018 |
| Conference |
| Title of the Conference |
The International MultiConference of Engineers and Computer Scientists 2018 |
| Organiser |
International Association of Engineers (IAENG) |
| Conference Place |
The Royal Garden Hotel, Kowloon |
| Province/State |
Hong Kong |
| Conference Date |
14 March 2018 |
| To |
16 March 2018 |
| Proceeding Paper |
| Volume |
2018 |
| Issue |
2 |
| Page |
607-612 |
| Editors/edition/publisher |
|
| Abstract |
The problem of mixed H-infinity and passivity analysis
for neural networks with mixed time-varying delays which
consist of discrete and distributed time-varying delays via
feedback control is investigated. Based on designing feedback
controller and constructing a Lyapunov-Krasovskii functional
(LKF) comprising novel integral terms, the neural networks
system is exponentially stable satisfying mixed H1 and passivity
performance. Moreover, improved Jensen inequalities and convex
combination idea are utilized to derive sufficient conditions
in terms of linear matrix inequalities (LMIs). A numerical
example is employed to demonstrate the effectiveness of the
proposed method. |
| Author |
|
| Peer Review Status |
ไม่มีผู้ประเมินอิสระ |
| Level of Conference |
นานาชาติ |
| Type of Proceeding |
Full paper |
| Type of Presentation |
Oral |
| Part of thesis |
true |
| Presentation awarding |
false |
| Attach file |
|
| Citation |
0
|
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Publication
Journal Publication
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