An adaptive RBF-HDMR modeling approach under limited computational budget

• Main Authors: Liu, Haitao, Hervas, Jaime-Rubio, Ong, Yew-Soon, Cai, Jianfei, Wang, Yi
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Metamodeling; Adaptive High Dimensional Model Representation
• Online Access: https://hdl.handle.net/10356/139027
• Institution: Nanyang Technological University

The metamodel-based high-dimensional model representation (e.g., RBF-HDMR) has recently been proven to be very promising for modeling high dimensional functions. A frequently encountered scenario in practical engineering problems is the need of building accurate models under limited computational bu...