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Genetic algorithm with adaptive freezing for the simultaneous optimization of selected feature subsets and hyperparameters in backpropagation neural networks

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Journal of Vibration and Control

Published online on

Abstract

Journal of Vibration and Control, Ahead of Print.
This study proposes a framework that integrates a genetic algorithm with adaptive freezing (GAAF) to simultaneously optimize the feature subset, network architecture, and hyperparameters of a backpropagation neural network (BPNN) model; the framework is ...