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...

Full description

Bibliographic Details

Published in:	Computers & operations research Vol. 182; p. 107102
Main Authors:	Angioni, Davide, Archetti, Claudia, Speranza, M. Grazia
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.10.2025
Subjects:	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 Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!