Variations in the number of hidden nodes through multilayer perceptron networks to predict cycle time

• Main Authors: Ahmarofi, Ahmad Afif, Ramli, Razamin, Abidin, Norhaslinda Zainal, Mohd Jamil, Jastini, Shaharanee, Izwan Nizal
• Format: Article
• Language: English
• Published: Universiti Utara Malaysia Press 2020
• Subjects: QA76 Computer software
• Online Access: http://repo.uum.edu.my/26837/1/JICT%2019%201%202020%201%2019.pdf; http://repo.uum.edu.my/26837/; http://jict.uum.edu.my/index.php/currentissues#a1
• Institution: Universiti Utara Malaysia

Multilayer Perceptron Network (MLP) has a better prediction performance compared to other networks since the structure of the MLP is suitable for training processes in solving prediction problems. However, to the best of our knowledge, there is no rule of thumb in determining the number of hidden n...