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

• Main Authors: Ahmad Afif, Ahmarofi, Razamin, Ramli, Norhaslinda, Zainal Abidin, Jastini, Mohd Jamil, Izwan Nizal, Shaharanee
• Format: Article
• Language: English
• Published: UUM Press 2020
• Subjects: QA Mathematics; T Technology (General); TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/27615/7/Variations%20in%20the%20number%20of%20hidden%20nodes.pdf; http://umpir.ump.edu.my/id/eprint/27615/; http://www.jict.uum.edu.my/images/vol19no1jan2020/1-19.pdf

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 no...