2 papers
math.OC2024
Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion
Hao Zeng, Jiaqi Wang, Avirup Das +4
Feasible solutions are crucial for Integer Programming (IP) since they can substantially speed up the solving process. In many applications, similar IP instances often exhibit simi…
cs.LG2023
DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction
Xiaowei Mao, Haomin Wen, Hengrui Zhang +5
Pick-up and Delivery Route Prediction (PDRP), which aims to estimate the future service route of a worker given his current task pool, has received rising attention in recent years…