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Dmitriy Kravtsov

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Open access Sep 2026

An Improved Genetic Algorithm for Hyperparameter Optimization in Predictive Modeling

This paper presents an improved genetic algorithm (GenAlg) for hyperparameter optimization in predictive modelling. It addresses common limitations of traditional genetic algorithms (GAs), including slow convergence, high computational cost, and premature convergence. The proposed method incorporates early stopping, fl...

Dmitriy Kravtsov, Nikolay Poletaev · 0 citations

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