Genetic Algorithm with Radial Basis Mapping Network for the Electricity Consumption Modeling

Genetic Algorithm with Radial Basis Mapping Network for the Electricity Consumption Modeling

The modified backpropagation algorithm based on the backpropagation with momentum is used for the parameters updating of a radial basis mapping (RBM) network, where it requires of the best hyper-parameters for more precise modeling. Seeking of the best hyper-parameters in a model it is not an easy t...

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Bibliographic Details
Main Authors: Israel Elias, José de Jesús Rubio, Dany Ivan Martinez, Tomas Miguel Vargas, Victor Garcia, Dante Mujica-Vargas, Jesus Alberto Meda-Campaña, Jaime Pacheco, Guadalupe Juliana Gutierrez, Alejandro Zacarias
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Applied Sciences
Subjects:
genetic algorithm
backpropagation
RBM network
electricity consumption
Online Access:https://www.mdpi.com/2076-3417/10/12/4239

Internet

https://www.mdpi.com/2076-3417/10/12/4239

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