activity
20212023
most citedA Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone

8 citations · 8 across the 3 of their papers we have counts for

collaborators

3 papers

math.OC2023

Threshold-aware Learning to Generate Feasible Solutions for Mixed Integer Programs

Taehyun Yoon, Jinwon Choi, Hyokun Yun +1

Finding a high-quality feasible solution to a combinatorial optimization (CO) problem in a limited time is challenging due to its discrete nature. Recently, there has been an incre…

math.OC2022

Confidence Threshold Neural Diving

Taehyun Yoon

Finding a better feasible solution in a shorter time is an integral part of solving Mixed Integer Programs. We present a post-hoc method based on Neural Diving to build heuristics…

math.OC2021★ 8 cited

A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone

Aigerim Bogyrbayeva, Taehyun Yoon, Hanbum Ko +3

Reinforcement learning has recently shown promise in learning quality solutions in many combinatorial optimization problems. In particular, the attention-based encoder-decoder mode…