Optimization of neural network architecture using genetic algorithm for load forecasting

• Main Authors: Islam, B.U., Baharudin, Z., Raza, M.Q., Nallagownden, P.
• Format: Conference or Workshop Item
• Published: IEEE Computer Society 2014
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84906351337&doi=10.1109%2fICIAS.2014.6869528&partnerID=40&md5=6a8e6d25720013a075c72cc181885672; http://eprints.utp.edu.my/32092/
• Institution: Universiti Teknologi Petronas

In this paper, a computational intelligent technique genetic algorithm (GA) is implemented for the optimization of artificial neural network (ANN) architecture. The network structures are normally selected on the basis of the developer's prior knowledge or hit and trial approach is used for thi...