Adaptive Mechanism for GA-NN to Enhance Prediction Model

• Main Authors: Faridah Sh Ismail, Nordin Abu Bakar, (UniKL MIIT)
• Published: ACM 2015
• Subjects: neural network; genetic algorithm; adaptive; prediction; hybrid model; MDF
• Online Access: http://localhost/xmlui/handle/123456789/9715
• Institution: Universiti Kuala Lumpur

This research presents a hybrid Genetic Algorithm Neural Network (GA-NN) model to replace the physical tests procedures of Medium Density Fiberboard (MDF). Emphasis is on applying an adaptive mechanism on GA to enhance model performance. Data included in the model is MDF properties and its fiber cha...