Online dynamic ensemble deep random vector functional link neural network for forecasting

• Main Authors: Gao, Ruobin, Li, Ruilin, Hu, Minghui, Suganthan, P. N., Yuen, Kum Fai
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Forecasting; Random vector functional link network
• Online Access: https://hdl.handle.net/10356/174180
• Institution: Nanyang Technological University

This paper proposes a three-stage online deep learning model for time series based on the ensemble deep random vector functional link (edRVFL). The edRVFL stacks multiple randomized layers to enhance the single-layer RVFL's representation ability. Each hidden layer's representation is util...