Parameter identification based on finite-time synchronization for Cohen–Grossberg neural networks with time-varying delays by Abdujelil Abdurahman, Haijun Jiang, Cheng Hu, Zhidong Teng

“…In this paper, the finite-time synchronization problem for chaotic Cohen–Grossberg neural networks with unknown parameters and time-varying delays is investigated by using finite-time stability theory. Firstly, based on the parameter identification of uncertain delayed neural networks, a simple and effective feedback control scheme is proposed to tackle the unknown parameters of the addressed network. …”
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Distributed Optimization for Resource Allocation Problem with Dynamic Event-Triggered Strategy by Feilong Guo, Xinrui Chen, Mengyao Yue, Haijun Jiang, Siyu Chen

“…This study aims to unravel the resource allocation problem (RAP) by using a consensus-based distributed optimization algorithm under dynamic event-triggered (DET) strategies. Firstly, based on the multi-agent consensus approach, a novel one-to-all DET strategy is presented to solve the RAP. …”
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Finite-time and fixed-time sliding mode control for second-order nonlinear multiagent systems with external disturbances by Xue Li, Zhiyong Yu, Da Huang, Haijun Jiang

“… In this paper, the leader-following consensus of second-order nonlinear multiagent systems (SONMASs) with external disturbances is studied. Firstly, based on terminal sliding model control method, a distributed control protocol is proposed over undirected networks, which can not only suppress the external disturbances, but also make the SONMASs achieve consensus in finite time. …”
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Dynamic Analysis and Optimal Control of Rumor Spreading Model with Recurrence and Individual Behaviors in Heterogeneous Networks by Xinru Tong, Haijun Jiang, Xiangyong Chen, Shuzhen Yu, Jiarong Li

“…To do this, a novel susceptible-hesitating-infected-latent-recovered (SHILR) rumor propagation model in heterogeneous networks is presented. Firstly, based on the relevant mean-field equations of the model, the threshold value is examined to demonstrate the existence and stability of rumor-free/spreading equilibrium with the help of the algebraic method. …”
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