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

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...

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Bibliographic Details
Main Authors: Cho, Kar Mun, Nur Haizum Abd Rahman, Iszuanie Syafidza Che Ilias
Format: Article
Language:English
Published: Penerbit Universiti Kebangsaan Malaysia 2022
Online Access:http://journalarticle.ukm.my/20469/
http://journalarticle.ukm.my/20469/1/23.pdf