4 citations · 4 across the 2 of their papers we have counts for
2 papers
math.OC2024
Neural Embedded Mixed-Integer Optimization for Location-Routing Problems
Waquar Kaleem, Doyoung Lee, Changhyun Kwon +1
We present a framework that combines machine learning with mixed-integer optimization to solve the Capacitated Location-Routing Problem (CLRP), a classical NP-hard problem that int…
cs.AI2020★ 4 cited
Reinforcement Learning of Graph Neural Networks for Service Function Chaining
DongNyeong Heo, Doyoung Lee, Hee-Gon Kim +2
In the management of computer network systems, the service function chaining (SFC) modules play an important role by generating efficient paths for network traffic through physical…