Applying Graph Neural Networks to the Decision Version of Graph Combinatorial Optimization Problems

Applying Graph Neural Networks to the Decision Version of Graph Combinatorial Optimization Problems

<p dir="ltr">In recent years, there has been a significant increase in the application of graph neural networks on a wide range of different problems. A specially promising direction of research is on graph convolutional neural networks (GCN). This work focuses on the application of...

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Bibliographic Details
Main Author: Raka Jovanovic (17947838) (author)
Other Authors: Michael Palk (17947841) (author), Sertac Bayhan (16388511) (author), Stefan Voss (17947844) (author)
Published: 2023
Subjects:
Engineering
Electrical engineering
Electronics, sensors and digital hardware
Materials engineering
Graph neural networks
Deep learning
Convolutional neural networks
Tensors
Traveling salesman problems
Social networking (online)
Combinatorial optimization
NP-hard problem
Loss function
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