Evolutionary approach for composing a thoroughly optimized ensemble of regression neural networks

Evolutionary approach for composing a thoroughly optimized ensemble of regression neural networks

The paper presents the GeNNsem (Genetic algorithm ANNs ensemble) software framework for the simultaneous optimization of individual neural networks and building their optimal ensemble. The proposed framework employs a genetic algorithm to search for suitable architectures and hyperparameters of the...

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Bibliographic Details
Main Authors: Lazar Krstic, Milos Ivanovic, Visnja Simic, Boban Stojanovic
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Egyptian Informatics Journal
Subjects:
Ensemble modeling
Regression
ANN
Genetic algorithm
Distributed computing
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866524001440
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