Performance of Levenberg-Marquardt neural network algorithm in air quality forecasting

• Main Authors: Cho, Kar Mun, Abd Rahman, Nur Haizum, Che Ilias, Iszuanie Syafidza
• Format: Article
• Published: Penerbit Universiti Kebangsaan Malaysia (UKM Press) 2022
• Online Access: http://psasir.upm.edu.my/id/eprint/102724/; http://www.ukm.my/jsm/pdf_files/SM-PDF-51-8-2022/23.pdf
• Institution: Universiti Putra Malaysia

Levenberg-Marquardt algorithm and conjugate gradient method are frequently used for optimization in multi-layer perceptron (MLP). However, both algorithms have mixed conclusions in optimizing MLP in time series forecasting. This study uses autoregressive integrated moving average (ARIMA) and MLP wit...