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Solving multi-depot closed-path multiple traveling salesman problem using k-means++ hierarchical clustering and neural combinatorial networks

Abstract Traditional methods for solving the multiple traveling salesman problem (MTSP), such as metaheuristics, face a well-known trade-off between computational speed and solution quality. Neural combinatorial networks (NCNs) offer an efficient alternative for addressing traveling salesman problem...

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Autors principals: Chun-Sheng Zhao, Li-Pei Wong, Chey Fung
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2026-04-01
Col·lecció:Scientific Reports
Accés en línia:https://doi.org/10.1038/s41598-026-45824-3
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