2 papers
math.OC2025
Convolutional optimization with convex kernel and power lift
Zhipeng Lu
We focus on establishing the foundational paradigm of a novel optimization theory based on convolution with convex kernels. Our goal is to devise a morally deterministic model of l…
math.OC2025
Reinforcement-learning-based Algorithms for Optimization Problems and Applications to Inverse Problems
Chen Xu, Yun-Bin Zhao, Zhipeng Lu +1
We design a new iterative algorithm, called REINFORCE-OPT, for solving a general type of optimization problems. This algorithm parameterizes the solution search rule and iterativel…