An Adaptive Filtering Approach to Estimate Genetic Regulatory Networks with Time-Varying Delay

被引：0
|
作者：
Wang, Zhenling [1 ]
Wang, Huanqing [1 ]
机构：
[1] Qingdao Univ, Inst Complex Sci, Qingdao 266071, Peoples R China
来源：
ADVANCES IN FUTURE COMPUTER AND CONTROL SYSTEMS, VOL 2 | 2012年 / 160卷
关键词：
Genetic regulatory network (GRN); stochastic stability; adaptive Filtering; system synchronization; time-varying delay; ROBUST STABILITY;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a class of nonlinear time delayed genetic regulatory networks (GRs) is investigated from an adaptive filtering approach. For GRNs with time-varying delays and uncertain noise disturbances, several adaptive laws are derived to ensure the stochastic stability of the error states between the unknown network and the estimated model. Based on Lyapunov stability theory, the proposed adaptive laws are demonstrated to be effective. A simulation example is provided to verify and visualize the theoretical results.
引用
收藏
页码：229 / 235
页数：7
相关论文
共 50 条
  • [41] Adaptive synchronization of two time-varying delay nonlinear coupled networks
    Liu Bo
    Li Shuang
    Wang Li
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 3800 - 3804
  • [42] Mode-Dependent Filtering for Stochastic Markovian Switching Genetic Regulatory Networks with Leakage and Time-Varying Delays
    Revathi, V. M.
    Balasubramaniam, P.
    Ratnavelu, K.
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2014, 33 (11) : 3349 - 3388
  • [43] Robust Stability of Stochastic Genetic Regulatory Networks with Time-varying Delays
    Wang, Zhengxia
    Mao, Jiali
    Liu, Guodong
    Wu, Haixia
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS, 2008, : 527 - +
  • [44] Asymptotic and robust stability of genetic regulatory networks with time-varying delays
    Ren, Fengi
    Cao, Jinde
    NEUROCOMPUTING, 2008, 71 (4-6) : 834 - 842
  • [45] Model Reduction for Switched Genetic Regulatory Networks with Time-Varying Delays
    Xue, Mengqi
    Tang, Yang
    Wu, Ligang
    Qian, Feng
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 245 - 250
  • [46] Stochastic Stability of Switched Genetic Regulatory Networks With Time-Varying Delays
    Zhang, Wenbing
    Tang, Yang
    Wu, Xiaotai
    Fang, Jian-An
    IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2014, 13 (03) : 336 - 342
  • [47] A Note on the Robust Stability of Genetic Regulatory Networks with Time-Varying Delays
    Feng, Wei
    Zhang, Wei
    Xu, Guangxia
    Wu, Haixia
    2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2008, : 524 - +
  • [48] Passivity of Reaction–Diffusion Genetic Regulatory Networks with Time-Varying Delays
    Chengye Zou
    Xiaopeng Wei
    Qiang Zhang
    Changjun Zhou
    Neural Processing Letters, 2018, 47 : 1115 - 1132
  • [49] Robust Stability of Impulsive Genetic Regulatory Networks with Time-varying Delays
    Cheng, Cheng-Fa
    Lin, Yung-Chieh
    Jhong, Yu-Syuan
    2013 CACS INTERNATIONAL AUTOMATIC CONTROL CONFERENCE (CACS), 2013, : 474 - 479
  • [50] An advanced delay-dependent approach of impulsive genetic regulatory networks besides the distributed delays, parameter uncertainties and time-varying delays
    Pandiselvi, Selvakumar
    Ramachandran, Raja
    Cao, Jinde
    Rajchakit, Grienggrai
    Seadawy, Aly R.
    Alsaedi, Ahmed
    NONLINEAR ANALYSIS-MODELLING AND CONTROL, 2018, 23 (06): : 803 - 829
12345