Robust finite-time H? H ? control for a class of uncertain switched neural networks of neutral-type with distributed time varying delays
In this paper, we investigate finite-time H? H ? control of uncertain switched neural networks of neutral type with distributed time varying delays. The mathematical model of the switched neural networks with distributed delays is established in which a set of neural networks are used as individual subsystems and an arbitrary switching rule is assumed, stability analysis for such switched neural networks is addressed based on the linear matrix inequality (LMI) and finite-time bounded average dwell time approach. Finite-time H? H ? performance analysis was established for switched neural network of neutral type. Numerical examples are given to illustrate the usefulness of our proposed method.
switched neural networks average dwell time approach finite-time h? h ? control h? h ? h? h ? h ? lyapunov-krasovskii method time-varying delay