Levenberg-Marquardt Training Function using on MLP, RNN and Elman Neural Network to Optimize Hourly Forecasting in Tetouan City (Northern Morocco)

Yousra Amellas, Α. Djebli, Α. Echchelh
2020 Journal of Engineering Science and Technology Review  
The study aims to find the most appropriate training function for three types of neural networks, MLP, RNN and Elman Neural Network from which we have chosen seven types of training functions. Levenberg-Marquardt algorithm has shown good results. The study also showed that Elman Neural Network has a good result for the short-term forecast for the Tetouan region, in a particular case.
doi:10.25103/jestr.131.09 fatcat:otba3fkdibgu7epd3n3fwluxma