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Luca Bertazzi

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Open access Aug 2026

The application of machine learning models to optimal TSP tour length estimation

The traveling salesman problem (TSP) is a well‐known NP‐hard problem in combinatorial optimization, with numerous applications in logistics and elsewhere. This paper introduces a machine learning‐based approach to estimate the optimal tour length of the TSP, using linear regression, random forests (RF), and neural ne...

Shuhan Kou, Bruce L. Golden, Luca Bertazzi · 0 citations

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