Research Title |
Feedback controller design for asymptotic stabilization of neural network with mixed time-varying delays
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Date of Distribution |
11 June 2019 |
Conference |
Title of the Conference |
The 24th Annual Meeting in Mathematics (AMM 2019) |
Organiser |
ภาควิชาคณิตศาสตร์ คณะวิทยาศาสตร์ มหาวิทยาลัยบูรพา |
Conference Place |
คณะวิทยาศาสตร์ มหาวิทยาลัยบูรพา |
Province/State |
ชลบุรี |
Conference Date |
15 May 2019 |
To |
17 May 2019 |
Proceeding Paper |
Volume |
- |
Issue |
- |
Page |
125-141 |
Editors/edition/publisher |
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Abstract |
This paper investigates the asymptotic stability for neural network with mixed time-varying delays
via feedback control. The mixed time-delay are considered both of the discrete and the distributed time-varying delays. The proposed conditions allow us to design the feedback controller which stabilize the neural network system. By constructing an appropriate Lyapunov–Krasovskii functional includes double integral term and triple integral term, utilizing Writinger-based integral inequality, extended reciprocally convex inequality and Jensen integral inequality, the sufficient criteria are derived in terms of linear matrix inequalities technique which ensure the asymptotic stability of proposed neural network with mixed time-varying delays. Finally, a numerical example is given to illustrate the effectiveness of the theoretical results. |
Author |
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Peer Review Status |
มีผู้ประเมินอิสระ |
Level of Conference |
ชาติ |
Type of Proceeding |
Full paper |
Type of Presentation |
Oral |
Part of thesis |
true |
Presentation awarding |
false |
Attach file |
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Citation |
0
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