HTS-LB: Hypergraph tree search for learning branch

Mixed integer linear programming (MILP) is a fundamental combinatorial optimization problem with wide-ranging applications in resource-constrained scenarios. Recent studies have focused on using machine learning to imitate the decision-making process in MILP solving, often representing MILPs as bipa...

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Vydáno v:	Neural networks Ročník 191; s. 107784
Hlavní autoři:	Zhang, Yige, Zhang, Xiaoyan, Sun, Jian, Li, Ying, Gao, Jiaquan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Elsevier Ltd 01.11.2025
Témata:	Algorithms Combinatorial optimization Humans Hypergraph neural networks Machine Learning Mixed integer linear programming Neural Networks, Computer Programming, Linear Mixed integer linear programming Combinatorial optimization Hypergraph neural networks Machine learning
ISSN:	0893-6080, 1879-2782, 1879-2782
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