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Bruce L. Golden

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Open access Oct 2026

A Multi-Language Framework for the Carousel Greedy Algorithm: Python, R, MATLAB, and Julia Implementations

In recent years, the Carousel Greedy (CG) algorithm has gained increasing attention as a simple yet effective heuristic for a broad class of combinatorial optimization problems, with applications ranging from graph theory to logistics and network analysis. Building on a preliminary study that presented the first open-s...

Raffaele Dragone, Carmine Cerrone, Bruce L. Golden · 0 citations
Open access Aug 2026

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

This paper introduces a machine learning‐based approach to estimate the optimal tour length of the TSP, using linear regression, random forests, and neural networks, including Kolmogorov–Arnold networks (KANs), revealing that KAN models generalize remarkably well, while RF requires representative training examples from...

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

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