3 papers
math.OC2025
Distributed Optimization Algorithm with Superlinear Convergence Rate
Yeming Xu, Ziyuan Guo, Kaihong Lu +1
This paper considers distributed optimization problems, where each agent cooperatively minimizes the sum of local objective functions through the communication with its neighbors.…
math.OC2025
Distributed Optimization Method Based On Optimal Control
Ziyuan Guo, Yue Sun, Yeming Xu +2
In this paper, a novel distributed optimization framework has been proposed. The key idea is to convert optimization problems into optimal control problems where the objective of e…
math.OC2025
Superlinear Optimization Algorithms
Hongxia Wang, Yeming Xu, Ziyuan Guo +1
This paper proposes several novel optimization algorithms for minimizing a nonlinear objective function. The algorithms are enlightened by the optimal state trajectory of an optima…