A comprehensive review of stability analysis of continuous-time recurrent neural networks
Stability problems of continuous-time recurrent neural networks have been extensively
studied, and many papers have been published in the literature. The purpose of this paper is …
studied, and many papers have been published in the literature. The purpose of this paper is …
Model reduction methods for complex network systems
Network systems consist of subsystems and their interconnections and provide a powerful
framework for the analysis, modeling, and control of complex systems. However, subsystems …
framework for the analysis, modeling, and control of complex systems. However, subsystems …
Fixed-time stability of dynamical systems and fixed-time synchronization of coupled discontinuous neural networks
In this paper, the fixed-time stability of dynamical systems and the fixed-time synchronization
of coupled discontinuous neural networks are investigated under the framework of Filippov …
of coupled discontinuous neural networks are investigated under the framework of Filippov …
Designing distributed specified-time consensus protocols for linear multiagent systems over directed graphs
This technical note addresses the distributed specified-time consensus protocol design
problem for multiagent systems with general linear dynamics over directed graphs. By using …
problem for multiagent systems with general linear dynamics over directed graphs. By using …
Nonsmooth finite-time synchronization of switched coupled neural networks
This paper is concerned with the finite-time synchronization (FTS) issue of switched coupled
neural networks with discontinuous or continuous activations. Based on the framework of …
neural networks with discontinuous or continuous activations. Based on the framework of …
Distributed continuous-time algorithm for constrained convex optimizations via nonsmooth analysis approach
This technical note studies the distributed optimization problem of a sum of nonsmooth
convex cost functions with local constraints. At first, we propose a novel distributed …
convex cost functions with local constraints. At first, we propose a novel distributed …
Finite-time consensus of multiagent systems with a switching protocol
In this paper, we study the problem of finite-time consensus of multiagent systems on a fixed
directed interaction graph with a new protocol. Existing finite-time consensus protocols can …
directed interaction graph with a new protocol. Existing finite-time consensus protocols can …
Finite-time distributed consensus via binary control protocols
This paper investigates the finite-time distributed consensus problem for multi-agent systems
using a binary consensus protocol and the pinning control scheme. Compared with other …
using a binary consensus protocol and the pinning control scheme. Compared with other …
Appointed-time consensus: Accurate and practical designs
This paper investigates the appointed-time consensus problem under directed and
periodical switching topologies. Here, the appointed finite time means that the consensus …
periodical switching topologies. Here, the appointed finite time means that the consensus …
Finite-time consensus of linear multi-agent system via distributed event-triggered strategy
In this paper, we mainly investigate the finite-time consensus problem of general linear multi-
agent systems. The paper proposed a suitable event-triggered control strategy. The strategy …
agent systems. The paper proposed a suitable event-triggered control strategy. The strategy …