3 papers
eess.SY2024
Distributed Adaptive Time-Varying Optimization with Global Asymptotic Convergence
Liangze Jiang, Zheng-Guang Wu, Lei Wang
In this note, we study distributed time-varying optimization for a multi-agent system. We first focus on a class of time-varying quadratic cost functions, and develop a new distrib…
eess.SY2024
Distributed Continuous-Time Optimization with Uncertain Time-Varying Quadratic Cost Functions
Liangze Jiang, Zheng-Guang Wu, Lei Wang
This paper studies distributed continuous-time optimization for time-varying quadratic cost functions with uncertain parameters. We first propose a centralized adaptive optimizatio…
math.OC2024
Distributed Least-Squares Optimization Solvers with Differential Privacy
Weijia Liu, Lei Wang, Fanghong Guo +2
This paper studies the distributed least-squares optimization problem with differential privacy requirement of local cost functions, for which two differentially private distribute…