Using entropy-driven amplifier circuit response to build nonlinear model under the influence of Levy jump

被引:5
|
作者
Fu, Hao [1 ]
Lv, Hui [1 ,2 ]
Zhang, Qiang [1 ,3 ]
机构
[1] Dalian Univ, Key Lab Adv Design & Intelligent Comp, Minist Educ, Sch Software Engn, Dalian 116622, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110004, Peoples R China
[3] Dalian Univ Technol, Sch Comp Sci & Technol, Dalian 116024, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Entropy-driven amplifier; Nonlinear system model; Levy jump; Lyapunov function; DNA; BIFURCATION; INFECTION; DYNAMICS; KINETICS; NETWORK;
D O I
10.1186/s12859-021-04331-0
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background Bioinformatics is a subject produced by the combination of life science and computer science. It mainly uses computer technology to study the laws of biological systems. The design and realization of DNA circuit reaction is one of the important contents of bioinformatics. Results In this paper, nonlinear dynamic system model with Levy jump based on entropy-driven amplifier (EDA) circuit response is studied. Firstly, nonlinear biochemical reaction system model is established based on EDA circuit response. Considering the influence of disturbance factors on the system, nonlinear biochemical reaction system with Levy jump is built. Secondly, in order to prove that the constructed system conforms to the actual meaning, the existence and uniqueness of the system solution is analyzed. Next, the sufficient conditions for the end and continuation of EDA circuit reaction are certified. Finally, the correctness of the theoretical results is proved by numerical simulation, and the reactivity of THTSignal in EDA circuit under different noise intensity is verified. Conclusions In EDA circuit reaction, the intensity of external noise has a significant impact on the system. The end of EDA circuit reaction is closely related to the intensity of Levy noise, and Levy jump has a significant impact on the nature of biochemical reaction system.
引用
收藏
页数:20
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