An Analysis of a KNN Perturbation Operator: An Application to the Binarization of Continuous Metaheuristics

An Analysis of a KNN Perturbation Operator: An Application to the Binarization of Continuous Metaheuristics

The optimization methods and, in particular, metaheuristics must be constantly improved to reduce execution times, improve the results, and thus be able to address broader instances. In particular, addressing combinatorial optimization problems is critical in the areas of operational research and en...

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Bibliographic Details
Main Authors: José García, Gino Astorga, Víctor Yepes
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Mathematics
Subjects:
combinatorial optimization
machine learning
KNN
metaheuristics
transfer functions
Online Access:https://www.mdpi.com/2227-7390/9/3/225

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