292 citations · 606 across the 37 of their papers we have counts for
13 papers · 1 filter
Distributed Nash Equilibrium Seeking in N-Cluster Games with Fully Uncoordinated Constant Step-Sizes
Yipeng Pang, Guoqiang Hu
Distributed optimization and Nash equilibrium (NE) seeking problems have drawn much attention in the control community recently. This paper studies a class of non-cooperative games…
Distributed Nash Equilibrium Seeking for Monotone Generalized Noncooperative Games by a Regularized Penalty Method
Chao Sun, Guoqiang Hu
In this work, we study the distributed Nash equilibrium seeking problem for monotone generalized noncooperative games with set constraints and shared affine inequality constraints.…
Optimal Sharing and Fair Cost Allocation of Community Energy Storage
Yu Yang, Guoqiang Hu, Costas J. Spanos
This paper studies an energy storage (ES) sharing model which is cooperatively invested by multiple buildings for harnessing on-site renewable utilization and grid price arbitrage.…
A Continuous-Time Nesterov Accelerated Gradient Method for Centralized and Distributed Online Convex Optimization
Chao Sun, Guoqiang Hu
This paper studies the online convex optimization problem by using an Online Continuous-Time Nesterov Accelerated Gradient method (OCT-NAG). We show that the continuous-time dynami…
Prescribed-Time Fully Distributed Nash Equilibrium Seeking in Noncooperative Games
Zhi Feng, Guoqiang Hu
In this paper, we investigate a prescribed-time and fully distributed Nash Equilibrium (NE) seeking problem for continuous-time noncooperative games. By exploiting pseudo-gradient…
Fault-Tolerant Formation Tracking of Heterogeneous Multi-Agent Systems with Time-Varying Actuator Faults and Its Application to Task-Space Cooperative Tracking of Manipulators
Z. Feng, G. Hu
This paper addresses a formation tracking problem for nonlinear multi-agent systems with time-varying actuator faults, in which only a subset of agents has access to the leader's i…
Attack-Resilient Distributed Algorithms for Exponential Nash Equilibrium Seeking
Zhi Feng, Guoqiang Hu
This paper investigates a resilient distributed Nash equilibrium (NE) seeking problem on a directed communication network subject to malicious cyber-attacks. The considered attacks…
Gradient-Free Nash Equilibrium Seeking in N-Cluster Games with Uncoordinated Constant Step-Sizes
Yipeng Pang, Guoqiang Hu
This work investigates a problem of simultaneous global cost minimization and Nash equilibrium seeking, which commonly exists in -cluster non-cooperative games. Specifically, th…
Nash Equilibrium Seeking in N-Coalition Games via a Gradient-Free Method
Yipeng Pang, Guoqiang Hu
This paper studies an -coalition non-cooperative game problem, where the players in the same coalition cooperatively minimize the sum of their local cost functions under a direc…
Gradient-Free Distributed Optimization with Exact Convergence
Yipeng Pang, Guoqiang Hu
In this paper, a gradient-free distributed algorithm is introduced to solve a set constrained optimization problem under a directed communication network. Specifically, at each tim…
Distributed Nash Equilibrium Seeking with Limited Cost Function Knowledge via A Consensus-Based Gradient-Free Method
Yipeng Pang, Guoqiang Hu
This paper considers a distributed Nash equilibrium seeking problem, where the players only have partial access to other players' actions, such as their neighbors' actions. Thus, t…
Distributed Control of Multi-zone HVAC Systems Considering Indoor Air Quality
Yu Yang, Seshadhri Srinivasan, Guoqiang Hu +1
This paper studies a scalable control method for multi-zone heating, ventilation and air-conditioning (HVAC) systems to optimize the energy cost for maintaining thermal comfort and…
A Proximal Linearization-based Decentralized Method for Nonconvex Problems with Nonlinear Constraints
Yu Yang, Guoqiang Hu, Costas J. Spanos
Decentralized optimization for non-convex problems are now demanding by many emerging applications (e.g., smart grids, smart building, etc.). Though dramatic progress has been achi…