Graph attention, learning 2-opt algorithm for the traveling salesman problem

Abstract In recent years, deep graph neural networks (GNNs) have been used as solvers or helper functions for the traveling salesman problem (TSP), but they are usually used as encoders to generate static node representations for downstream tasks and are incapable of obtaining the dynamic permutatio...

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Bibliographic Details
Main Authors: Jia Luo, Herui Heng, Geng Wu
Format: Article
Language:English
Published: Springer 2025-01-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01716-5
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