A comprehensive review of stability analysis of continuous-time recurrent neural networks

H Zhang, Z Wang, D Liu - IEEE Transactions on Neural …, 2014 - ieeexplore.ieee.org
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 …

Model reduction methods for complex network systems

X Cheng, JMA Scherpen - Annual Review of Control, Robotics …, 2021 - annualreviews.org
Network systems consist of subsystems and their interconnections and provide a powerful
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

C Hu, J Yu, Z Chen, H Jiang, T Huang - Neural Networks, 2017 - Elsevier
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 …

Designing distributed specified-time consensus protocols for linear multiagent systems over directed graphs

Y Zhao, Y Liu, G Wen, W Ren… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This technical note addresses the distributed specified-time consensus protocol design
problem for multiagent systems with general linear dynamics over directed graphs. By using …

Nonsmooth finite-time synchronization of switched coupled neural networks

X Liu, J Cao, W Yu, Q Song - IEEE transactions on cybernetics, 2015 - ieeexplore.ieee.org
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 …

Distributed continuous-time algorithm for constrained convex optimizations via nonsmooth analysis approach

X Zeng, P Yi, Y Hong - IEEE Transactions on Automatic Control, 2016 - ieeexplore.ieee.org
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 …

Finite-time consensus of multiagent systems with a switching protocol

X Liu, J Lam, W Yu, G Chen - IEEE transactions on neural …, 2015 - ieeexplore.ieee.org
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 …

Finite-time distributed consensus via binary control protocols

G Chen, FL Lewis, L **e - Automatica, 2011 - Elsevier
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 …

Appointed-time consensus: Accurate and practical designs

Y Liu, Y Zhao, W Ren, G Chen - Automatica, 2018 - Elsevier
This paper investigates the appointed-time consensus problem under directed and
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

Z Cao, C Li, X Wang, T Huang - Journal of the Franklin Institute, 2018 - Elsevier
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 …