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

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 been show...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	Scientific reports Ročník 14; číslo 1; s. 6961 - 22
Hlavní autoři:	Bérchez-Moreno, Francisco, Durán-Rosal, Antonio M., Hervás Martínez, César, Gutiérrez, Pedro A., Fernández, Juan C.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	London Nature Publishing Group UK 23.03.2024 Nature Publishing Group Nature Portfolio
Témata:	639/705/1042 639/705/1046 639/705/117 Algorithms Animals Anthozoa Artificial neural networks Classification Coral reef optimisation algorithm Coral Reefs Corals Design Humanities and Social Sciences Learning Local search multidisciplinary Neural networks Neural Networks, Computer Neuroevolution Reef formation Robust estimators Science Science (multidisciplinary) Statistical analysis Training Local search Robust estimators Neuroevolution Coral reef optimisation algorithm Artificial neural networks Classification
ISSN:	2045-2322, 2045-2322
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!