Evolving hybrid neural networks with swarm intelligence for forecasting ASEAN inflation

• Main Author: Cabanilla, Kurt Izak M.
• Format: text
• Language: English
• Published: Animo Repository 2018
• Subjects: Neural networks (Computer science); Economic forecasting; Business forecasting
• Online Access: https://animorepository.dlsu.edu.ph/etd_masteral/5515
• Institution: De La Salle University

Macroeconomic policy depends greatly on forecasting. Artificial neural networks (ANNs) such as multilayer perceptron's (MLPs) and recurrent neural networks (RNNs) can learn the nonlinearities of time series, making them strong candidates for improving economic forecasting. We forecast inflation...