238 citations · 309 across the 21 of their papers we have counts for
6 papers · 1 filter
Data-driven approximation for feasible regions in nonlinear model predictive control
Yuanqiang Zhou, Dewei Li, Yugeng Xi +1
This paper develops a data-driven learning framework for approximating the feasible region and invariant set of a nonlinear system under the nonlinear Model Predictive Control (MPC…
Data-Driven Predictive Control for Continuous-Time Industrial Processes with Completely Unknown Dynamics
Yuanqiang Zhou, Dewei Li, Yugeng Xi
This paper investigates the data-driven predictive control problems for a class of continuous-time industrial processes with completely unknown dynamics. The proposed approach empl…
Optimal Synchronization Control for Heterogeneous Multi-Agent Systems: Online Adaptive Learning Solutions
Yuanqiang Zhou, Dewei Li, Furong Gao
This paper presents an online adaptive learning solution to optimal synchronization control problem of heterogeneous multi-agent systems via a novel distributed policy iteration ap…
Characterizing Bipartite Consensus on Signed Matrix-Weighted Networks via Balancing Set
Chongzhi Wang, Lulu Pan, Haibin Shao +2
In contrast with the scalar-weighted networks, where bipartite consensus can be achieved if and only if the underlying signed network is structurally balanced, the structural balan…
Consensus on Matrix-weighted Time-varying Networks
Lulu Pan, Haibin Shao, Mehran Mesbahi +2
This paper examines the consensus problem on time-varying matrix-weighed undirected networks. First, we introduce the matrix-weighted integral network for the analysis of such netw…
On the Controllability of Matrix-weighted Networks
Lulu Pan, Haibin Shao, Mehran Mesbahi +2
This letter examines the controllability of consensus dynamics on matrix-weighed networks from a graph-theoretic perspective. Unlike the scalar-weighted networks, the rank of weigh…