Zeroing neural network (ZNN) is an effective means of handling the dynamic Lyapunov
equation. However, the conventional ZNN's convergence speed relies heavily on its initial …

A novel implicit iterative algorithm is presented via successive over relaxation (SOR)
iterations in this paper for solving the coupled Lyapunov matrix equation related to …

A new online iterative algorithm for solving the H∞ control problem of continuous‐time
Markovian jumping linear systems is developed. For comparison, an available offline …

This paper investigates the solution of Lyapunov equation by neural dynamics. Specially, an
improved finite-time Zhang dynamic (IFTZD), which is activated by weighted sign-bi-power …

Theory of matrix equations is an important branch of mathematics, and has broad
applications in many engineering fields, such as control theory, information theory, and …

The time-varying Lyapunov equation is an important problem that has been extensively
employed in the engineering field and the Zeroing Neural Network (ZNN) is a powerful tool …

In this paper, a kind of explicit iterative algorithm is studied by using Smith methods for
solving coupled Lyapunov matrix equations arising in continuous-time Markovian jump …

In this paper, combining the multi-step Smith-inner-outer (MSIO) iteration framework with
some tunable parameters, a relaxed MSIO iteration method is proposed for solving the …

Lyapunov equation is extensively applied in engineering areas, and zeroing neural
networks (ZNN) are very effective in solving this kind of equation. In this paper, two …

In this paper, based on the Smith iteration (Smith, 1968), an inner-outer (IO) iteration
algorithm for solving the coupled Lyapunov matrix equations (CLMEs) is presented. First, the …