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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Bibliographic Details

Published in:	The Journal of artificial intelligence research Vol. 80; pp. 327 - 376
Main Authors:	Cantürk, Furkan, Varol, Taha, Aydoğan, Reyhan, Özener, Okan Örsan
Format:	Journal Article
Language:	English
Published:	01.01.2024
ISSN:	1076-9757, 1076-9757
Online Access:	Get full text
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