A memetic dynamic coral reef optimisation algorithm for simultaneous training, design, and optimisation of artificial neural networks

A memetic dynamic coral reef optimisation algorithm for simultaneous training, design, and optimisation of artificial neural networks

Abstract Artificial Neural Networks (ANNs) have been used in a multitude of real-world applications given their predictive capabilities, and algorithms based on gradient descent, such as Backpropagation (BP) and variants, are usually considered for their optimisation. However, these algorithms have...

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Bibliographic Details
Main Authors: Francisco Bérchez-Moreno, Antonio M. Durán-Rosal, César Hervás Martínez, Pedro A. Gutiérrez, Juan C. Fernández
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Artificial neural networks
Neuroevolution
Coral reef optimisation algorithm
Local search
Classification
Robust estimators
Online Access:https://doi.org/10.1038/s41598-024-57654-2

Internet

https://doi.org/10.1038/s41598-024-57654-2

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