Neural networks;
Robust stability;
Linear matrix inequality;
Neutral-type;
Lyapunov-krasoviskii functional;
D O I:
10.4304/jcp.7.1.264-271
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
This paper develops a novel robust stability criterion for a class of uncertain neutral-type neural networks with discrete interval and distributed time-varying delays. By constructing a general form of Lyapunov-Krasovskii functional, using the linear matrix inequality (LMI) approach and introducing some free-weight matrices, the delay-dependent robust stability criteria are derived in terms of LMI. Number examples are given to illustrate the effectiveness of the proposed method.
机构:
Chungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South KoreaChungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South Korea
Kwon, O. M.
Park, J. H.
论文数: 0引用数: 0
h-index: 0
机构:
Yeungnam Univ, Dept Elect Engn, Kyongsan 712749, South KoreaChungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South Korea
Park, J. H.
Lee, S. M.
论文数: 0引用数: 0
h-index: 0
机构:
KT CO Ltd, BcN Business Unit, Platform Verificat Div, Taejon 305811, South KoreaChungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South Korea
机构:
Hunan Univ, Coll Math & Econometr, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Math & Econometr, Changsha 410082, Hunan, Peoples R China
Liu, Kaiyu
Zhang, Hongqiang
论文数: 0引用数: 0
h-index: 0
机构:
Changsha Univ Sci & Technol, Coll Math & Comput Sci, Changsha 410076, Hunan, Peoples R ChinaHunan Univ, Coll Math & Econometr, Changsha 410082, Hunan, Peoples R China
机构:
Yeungnam Univ, Dept Elect Engn, Robust Control & Nonlinear Dynam Lab, Kyongsan 712749, South KoreaYeungnam Univ, Dept Elect Engn, Robust Control & Nonlinear Dynam Lab, Kyongsan 712749, South Korea
Park, Ju H.
Kwon, O. M.
论文数: 0引用数: 0
h-index: 0
机构:
Chungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju, South KoreaYeungnam Univ, Dept Elect Engn, Robust Control & Nonlinear Dynam Lab, Kyongsan 712749, South Korea
Kwon, O. M.
Lee, S. M.
论文数: 0引用数: 0
h-index: 0
机构:
KT Co Ltd, BcN Business Ltd, Platform Verificat Div, Taejon, South KoreaYeungnam Univ, Dept Elect Engn, Robust Control & Nonlinear Dynam Lab, Kyongsan 712749, South Korea
机构:
Chungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South KoreaChungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South Korea
Kwon, O. M.
Park, J. H.
论文数: 0引用数: 0
h-index: 0
机构:
Yeungnam Univ, Dept Elect Engn, Kyongsan 712749, South KoreaChungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South Korea
Park, J. H.
Lee, S. M.
论文数: 0引用数: 0
h-index: 0
机构:
KT CO Ltd, BcN Business Unit, Platform Verificat Div, Taejon 305811, South KoreaChungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju 361763, South Korea
机构:
Hunan Univ, Coll Math & Econometr, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Math & Econometr, Changsha 410082, Hunan, Peoples R China
Liu, Kaiyu
Zhang, Hongqiang
论文数: 0引用数: 0
h-index: 0
机构:
Changsha Univ Sci & Technol, Coll Math & Comput Sci, Changsha 410076, Hunan, Peoples R ChinaHunan Univ, Coll Math & Econometr, Changsha 410082, Hunan, Peoples R China
机构:
Yeungnam Univ, Dept Elect Engn, Robust Control & Nonlinear Dynam Lab, Kyongsan 712749, South KoreaYeungnam Univ, Dept Elect Engn, Robust Control & Nonlinear Dynam Lab, Kyongsan 712749, South Korea
Park, Ju H.
Kwon, O. M.
论文数: 0引用数: 0
h-index: 0
机构:
Chungbuk Natl Univ, Sch Elect & Comp Engn, Cheongju, South KoreaYeungnam Univ, Dept Elect Engn, Robust Control & Nonlinear Dynam Lab, Kyongsan 712749, South Korea
Kwon, O. M.
Lee, S. M.
论文数: 0引用数: 0
h-index: 0
机构:
KT Co Ltd, BcN Business Ltd, Platform Verificat Div, Taejon, South KoreaYeungnam Univ, Dept Elect Engn, Robust Control & Nonlinear Dynam Lab, Kyongsan 712749, South Korea