Efficient bit labeling in factorization machines with annealing for traveling salesman problem

Abstract To efficiently determine an optimum parameter combination in a large-scale problem, it is essential to convert the parameters into available variables in actual machines. Specifically, quadratic unconstrained binary optimization problems are solved using machine learning, for example, facto...

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Bibliographic Details
Main Authors: Shota Koshikawa, Aruto Hosaka, Tsuyoshi Yoshida
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-10064-4
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