an:06881897
Zbl 1399.93051
Baskar, P.; Padmanabhan, S.; Ali, M. Syed
Finite-time \(H_{\infty}\) control for a class of Markovian jumping neural networks with distributed time varying delays-LMI approach
EN
Acta Math. Sci., Ser. B, Engl. Ed. 38, No. 2, 561-579 (2018).
00402345
2018
j
93B36 93C10 93D05 93D20 68T05
finite-time \(H_{\infty}\) control; Markovian jumping neural networks; Lyapunov stability
Summary: In this article, we investigates finite-time \(H_{\infty}\) control problem of Markovian jumping neural networks of neutral type with distributed time varying delays. The mathematical model of the Markovian jumping neural networks with distributed delays is established in which a set of neural networks are used as individual subsystems. Finite time stability analysis for such neural networks is addressed based on the linear matrix inequality approach. Numerical examples are given to illustrate the usefulness of our proposed method. The results obtained are compared with the results in the literature to show the conservativeness.