Time-series interval prediction under uncertainty using modified double multiplicative neuron network

• Main Authors: Pan, Wenping, Feng, Liuyang, Zhang, Limao, Cai, Liang, Shen, Chunlin
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Aeronautical engineering; Multiplicative Neuron; Particle Swarm Optimization
• Online Access: https://hdl.handle.net/10356/160678
• Institution: Nanyang Technological University

This paper presents a hybrid intelligent approach for constructing prediction intervals (PIs) of terrain profiles over time under uncertainty. It utilizes the double multiplicative neuron (DMN) model and the modified particle swarm optimization (MPSO) algorithm to calculate the upper and lower bound...