Neural combinatorial optimization: A tutorial

Recent advancements in deep reinforcement learning have sparked a growing interest in the application of this approach to solve combinatorial optimization (CO) problems. This paper presents neural combinatorial optimization (NCO) as a framework for constructing functions that work as heuristics for...

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Vydané v:	Computers & operations research Ročník 182; s. 107102
Hlavní autori:	Angioni, Davide, Archetti, Claudia, Speranza, M. Grazia
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.10.2025
Predmet:	Deep neural networks Neural Combinatorial Optimization Reinforcement learning Traveling salesman problem Traveling salesman problem Deep neural networks Neural Combinatorial Optimization Reinforcement learning
ISSN:	0305-0548
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