IEEE Access (Jan 2020)

Finite-Time Controllability and Set Controllability of Impulsive Probabilistic Boolean Control Networks

  • Jing Wang,
  • Yansheng Liu,
  • Haitao Li

DOI
https://doi.org/10.1109/ACCESS.2020.3002533
Journal volume & issue
Vol. 8
pp. 111995 – 112002

Abstract

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This paper addresses the finite-time controllability and set controllability of impulsive probabilistic Boolean control networks (IPBCNs). Firstly, using the algebraic state space representation (ASSR) method, the transition probability matrix of IPBCNs is established. Secondly, a kind of finite step reachability matrix with probability one is constructed, based on which, several effective criteria are proposed for the finite-time controllability with probability one of IPBCNs. Thirdly, a necessary and sufficient condition is presented for the finite-time set controllability with probability one of IPBCNs by constructing the set controllability probability distribution vector. Finally, the obtained results are extended to switching topology case.

Keywords