3 papers
math.OC2024
Variance-Reduced Gradient Estimator for Nonconvex Zeroth-Order Distributed Optimization
Huaiyi Mu, Yujie Tang, Jie Song +1
This paper investigates distributed zeroth-order optimization for smooth nonconvex problems, targeting the trade-off between convergence rate and sampling cost per zeroth-order gra…
eess.SY2024
Localized Data-driven Consensus Control
Zeze Chang, Junjie Jiao, Zhongkui Li
This paper considers a localized data-driven consensus problem for leader-follower multi-agent systems with unknown discrete-time agent dynamics, where each follower computes its l…
eess.SY2023
H2 suboptimal containment control of homogeneous and heterogeneous multi-agent systems
Yuan Gao, Junjie Jiao, Zhongkui Li +1
This paper deals with the H2 suboptimal state containment control problem for homogeneous linear multi-agent systems and the H2 suboptimal output containment control problem for he…