Learning for Robust Combinatorial Optimization: Algorithm and Application
Published in IEEE INFOCOM 2022 - IEEE Conference on Computer Communications • May 2, 2022
NobleIDNI5P71W62R01S09
Authors:,,
Zhihui Shao
Jianyi Yang
Cong Shen
Abstract
Learning to optimize (L2O) has recently emerged as a promising approach to solving optimization problems by exploiting the strong prediction power of neural networks and offering lower runtime complexity than conventional solvers. While L2O has been applied to various problems, a crucial yet challen...
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