2 papers
math.OC2025
Joint Planning and Operations of Wind Power under Decision-dependent Uncertainty
Zhiqiang Chen, Caihua Chen, Jingshi Cui +2
We study a joint wind farm planning and operational scheduling problem under decision-dependent uncertainty. The objective is to determine the optimal number of wind turbines at ea…
math.OC2025
Boosting Accelerated Proximal Gradient Method with Adaptive Sampling for Stochastic Composite Optimization
Dongxuan Zhu, Weihuan Huang, Caihua Chen
We develop an adaptive Nesterov accelerated proximal gradient (adaNAPG) algorithm for stochastic composite optimization problems, boosting the Nesterov accelerated proximal gradien…