Research article

Global attractivity for uncertain differential systems

  • Received: 21 August 2021 Accepted: 19 October 2021 Published: 08 November 2021
  • MSC : 34D45, 37C75

  • This paper studies global attractivity for uncertain differential systems, which are effective tools to solve the problems with uncertainty. And They have been applied in many areas. This article presents several global attractivity concepts. Based on the knowledge of uncertainty theory, some sufficient conditions of global attractivity for linear uncertain differential systems are given. In particular, the attractivity on the solutions and $ \alpha $-path of uncertain differential systems is studied. Last, as an application of attractivity, an interest rate model with uncertainty is shown.

    Citation: Nana Tao, Chunxiao Ding. Global attractivity for uncertain differential systems[J]. AIMS Mathematics, 2022, 7(2): 2142-2159. doi: 10.3934/math.2022122

    Related Papers:

  • This paper studies global attractivity for uncertain differential systems, which are effective tools to solve the problems with uncertainty. And They have been applied in many areas. This article presents several global attractivity concepts. Based on the knowledge of uncertainty theory, some sufficient conditions of global attractivity for linear uncertain differential systems are given. In particular, the attractivity on the solutions and $ \alpha $-path of uncertain differential systems is studied. Last, as an application of attractivity, an interest rate model with uncertainty is shown.



    加载中


    [1] D. Ruelle, Characteristic exponents for a viscous fluid subjected to time dependent forces, Commun. Math. Phys., 93 (1984). doi:285–300.10.1007/BF01258529. doi: 10.1007/BF01258529
    [2] X. Yan, W. Li, Global attractivity for a class of higer order nonlinear difference equations, Appl. Math. Comput., 149 (2004), 533–546. doi: 10.1016/S0096-3003(03)00159-0. doi: 10.1016/S0096-3003(03)00159-0
    [3] K. Liu, Z. Li, Global attracting set, exponential decay and stability in distribution of neutral SPDEs driven by additive $\alpha$-stable processes, Discrete Contin. Dyn. Syst., 21 (2016), 3551–3573. doi:10.3934/dcdsb.2016110. doi: 10.3934/dcdsb.2016110
    [4] D. Xu, H. Zhao, Invariant and attracting sets of Hopfield neural networks with delay, Int. J. Syst. Sci., 32 (2002), 863–866. doi: 10.1080/002077201300306207. doi: 10.1080/002077201300306207
    [5] H. Zhao, Invariant set and attractor of nonautonomous functional differential systems, J. Math. Anal. Appl., 282 (2003), 437–443. doi: 10.1016/S0022-247X(02)00370-0. doi: 10.1016/S0022-247X(02)00370-0
    [6] D. Xu, Z. Yang, Attracting and invariant sets for a class of impulsive functional differential equations, J. Math. Anal. Appl., 329 (2007), 1036–1044. doi: 10.1016/j.jmaa.2006.05.072. doi: 10.1016/j.jmaa.2006.05.072
    [7] B. Liu, Fuzzy process, hybrid process and uncertain process, J. Uncertain Syst., 2 (2008), 3–16.
    [8] B. Liu, Uncertainty Theory: A branch of mathematics for modeling human uncertainty, Springer-Verlag, Berlin, 2010.
    [9] X. Chen, B. Liu, Existence and uniqueness theorem for uncertain differential equations, Fuzzy Optimiz. Decis. Mak., 9 (2010), 69–81. doi: 10.1007/s10700-010-9073-2. doi: 10.1007/s10700-010-9073-2
    [10] Y. Zhu, Uncertain optimal control with application to a portfolio selection model, Cybern. Syst., 41 (2010), 535-547. doi: 10.1080/01969722.2010.511552. doi: 10.1080/01969722.2010.511552
    [11] C. Ding, N. Tao, Y. Sun, Y. Zhu, The effect of time delays on transmission dynamics of schistosomiasis, Chaos, Soliton. Fract., 91 (2016), 360–371. doi: 10.1016/j.chaos.2016.06.017. doi: 10.1016/j.chaos.2016.06.017
    [12] C. Ding, Y. Sun, Y. Zhu, A NN-based hybrid intelligent algorithm for a discrete nonlinear uncertain optimal control problem, Neural. Process. Lett., (2016), doi: 10.1007/s11063-016-9536-8. doi: 10.1007/s11063-016-9536-8
    [13] J. Peng, Y. Gao, A new option pricing model for stocks in uncertainty markets, Int. J. Oper. Res., 8 (2011), 18–26. doi: http://dx.doi.org/.
    [14] X. Chen, J, Gao, Uncertain term structure model of interest rate, Soft Comput., 17 (2013), 597–604. doi: 10.1007/s00500-012-0927-0. doi: 10.1007/s00500-012-0927-0
    [15] B. Liu, Some research problems in uncertainty theory, J. Uncertain Syst., 3 (2009), 3–10. doi: 10.1007/978-3-642-01156-6. doi: 10.1007/978-3-642-01156-6
    [16] L. Deng, Y. Zhu, Existence and uniqueness theorem of solution for uncertain differential equations with jump, ICIC Expr. Lett., 6 (2012), 2693–2698.
    [17] Y. Gao, Existence and uniqueness theorems of uncertain differential equations with local Lipschitz condition, J. Uncertain Syst., 6 (2012), 223–232.
    [18] X. Ge, Y. Zhu, Existence and uniqueness theorem for uncertain delay differential equations, J. Comput. Inform. Syst., 8 (2012), 8341–8347. doi: http://dx.doi.org/.
    [19] K. Yao, H. Ke, Y. Sheng, Stability in mean for uncertain differential equation, Fuzzy Optimiz. Decis. Mak., 14 (2015), 365–379. doi: 10.1007/s10700-014-9204-2. doi: 10.1007/s10700-014-9204-2
    [20] T. Su, H. Wu, J. Zhou, Stability of multi-dimensional uncertain differential equation, Soft Comput., 20 (2016), 4991–4998. doi: 10.1007/s00500-015-1788-0. doi: 10.1007/s00500-015-1788-0
    [21] Y. Feng, X. Yang, G. Cheng, Stability in mean for multi-dimensional uncertain differential equation, Soft Comput., 22 (2018), 5783–5789. doi: 10.1007/s00500-017-2659-7. doi: 10.1007/s00500-017-2659-7
    [22] Z. Jia, X. Liu, New stability theorems of uncertain differential equations with time-dependent delay, AIMS Math., 6 (2021), 623–642. doi: 10.3934/math.2021038. doi: 10.3934/math.2021038
    [23] N. Tao, Y. Zhu, Attractivity and stability analysis of uncertain differential systems, Int. J. Bifurcat. Chaos., 25 (2015), 1550022-1-1550022-10. doi: 10.1142/S0218127415500224. doi: 10.1142/S0218127415500224
    [24] N. Tao, Y. Zhu, Stability and attractivity in optimistic value for dynamical systems with uncertainty, Int. J. Gen. Syst., 45 (2016), 418–433. doi: 10.1080/03081079.2015.1072522. doi: 10.1080/03081079.2015.1072522
    [25] B. Liu, Uncertainty Theory, 2Eds., Berlin: Springer-Verlag, 2007.
    [26] K. Yao, X. Chen, A numerical method for solving uncertain differential equations, J. Intell. Fuzzy Syst., 25 (2013), 825–832. doi: 10.3233/IFS-120688. doi: 10.3233/IFS-120688
    [27] K. Yao, Expected value of lognormal uncertain variable, Proceedings of the First International Conference on Uncertainty Theory, Urumchi, China, August 11–19, (2010), 241–243.
  • Reader Comments
  • © 2022 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(1277) PDF downloads(60) Cited by(1)

Article outline

Figures and Tables

Figures(2)

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog