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Approximate solutions to several classes of Volterra and Fredholm integral equations using the neural network algorithm based on the sine-cosine basis function and extreme learning machine

In this study, we investigate a new neural network method to solve Volterra and Fredholm integral equations based on the sine-cosine basis function and extreme learning machine (ELM) algorithm. Considering the ELM algorithm, sine-cosine basis functions, and several classes of integral equations, the...

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Detalles Bibliográficos
Autores principales: Lu, Yanfei, Zhang, Shiqing, Weng, Futian, Sun, Hongli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10033520/
https://www.ncbi.nlm.nih.gov/pubmed/36968294
http://dx.doi.org/10.3389/fncom.2023.1120516