Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization

By examining the patterns of solutions obtained for various instances, one can gain insights into the structure and behavior of combinatorial optimization (CO) problems and develop efficient algorithms for solving them. Machine learning techniques, especially Graph Neural Networks (GNNs), have shown...

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Vydané v:	The Journal of artificial intelligence research Ročník 80; s. 327 - 376
Hlavní autori:	Cantürk, Furkan, Varol, Taha, Aydoğan, Reyhan, Özener, Okan Örsan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	01.01.2024
ISSN:	1076-9757, 1076-9757
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