An improved back propagation leaning algorithm using second order methods with gain parameter

• Main Authors: Mohd Nawi, Nazri, Mohamed Saufi, Noor Haliza, Budiyono, Avon, Abdul Hamid, Noorhamreeza, Rehman Gillani, Syed Muhammad Zubair, Ramli, Azizul Azhar
• Format: Article
• Language: English
• Published: Penerbit UTHM 2018
• Subjects: TA168 Systems engineering; TS155-194 Production management. Operations management
• Online Access: http://eprints.uthm.edu.my/4558/1/AJ%202018%20%28791%29%20An%20improved%20back%20propagation%20leaning%20algorithm%20using%20second%20order%20methods%20with%20gain%20parameter.pdf; http://eprints.uthm.edu.my/4558/

Back Propagation (BP) algorithm is one of the oldest learning techniques used by Artificial Neural Networks (ANN). It has successfully been implemented in various practical problems. However, the algorithm still faces some drawbacks such as getting easily stuck at local minima and needs longer time...