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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Veröffentlicht in:	Computers & operations research Jg. 182; S. 107102
Hauptverfasser:	Angioni, Davide, Archetti, Claudia, Speranza, M. Grazia
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.10.2025
Schlagworte:	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
Online-Zugang:	Volltext
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