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One-Bit Function Perturbation Impact on Robust Set Stability of Boolean Networks with Disturbances

Author

Listed:
  • Lei Deng

    (Research Center of Semi-Tensor Product of Matrices: Theory and Applications, School of Mathematical Sciences, Liaocheng University, Liaocheng 252000, China)

  • Xiujun Cao

    (Research Center of Semi-Tensor Product of Matrices: Theory and Applications, School of Mathematical Sciences, Liaocheng University, Liaocheng 252000, China)

  • Jianli Zhao

    (Research Center of Semi-Tensor Product of Matrices: Theory and Applications, School of Mathematical Sciences, Liaocheng University, Liaocheng 252000, China)

Abstract

This paper investigates the one-bit function perturbation (OBFP) impact on the robust set stability of Boolean networks with disturbances (DBNs). Firstly, the dynamics of these networks are converted into the algebraic forms utilizing the semi-tensor product (STP) method. Secondly, OBFP’s impact on the robust set stability of DBNs is divided into two situations. Then, by constructing a state set and defining an index vector, several necessary and sufficient conditions to guarantee that a DBN under OBFP can stay robust set stable unchanged are provided. Finally, a biological example is proposed to demonstrate the effectiveness of the obtained theoretical results.

Suggested Citation

  • Lei Deng & Xiujun Cao & Jianli Zhao, 2024. "One-Bit Function Perturbation Impact on Robust Set Stability of Boolean Networks with Disturbances," Mathematics, MDPI, vol. 12(14), pages 1-13, July.
  • Handle: RePEc:gam:jmathe:v:12:y:2024:i:14:p:2258-:d:1438985
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    References listed on IDEAS

    as
    1. Wang, Jianjun & Liu, Wen & Fu, Shihua & Xia, Jianwei, 2022. "On robust set stability and set stabilization of probabilistic Boolean control networks," Applied Mathematics and Computation, Elsevier, vol. 422(C).
    2. K. R. Achu Govind & Subhasish Mahapatra & Soumya Ranjan Mahapatro, 2024. "Enhanced decentralised fractional-order control using tree seed optimisation and singular value analysis," International Journal of Systems Science, Taylor & Francis Journals, vol. 55(7), pages 1437-1464, May.
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