2 papers
math.OC2025
Online Convex Optimization with Memory and Limited Predictions
Zhengmiao Wang, Zhi-Wei Liu, Ming Chi +3
This paper addresses an online convex optimization problem where the cost function at each step depends on a history of past decisions (i.e., memory), and the decision maker has ac…
math.OC2024
Online Mixed Discrete and Continuous Optimization: Algorithms, Regret Analysis and Applications
Lintao Ye, Ming Chi, Zhi-Wei Liu +2
We study an online mixed discrete and continuous optimization problem where a decision maker interacts with an unknown environment for a number of rounds. At each round, the de…