A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design

• المؤلفون الرئيسيون: Liu, Haitao, Ong, Yew-Soon, Cai, Jianfei
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Adaptive Sampling; Global Metamodeling
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/140301
• المؤسسة: Nanyang Technological University

Metamodeling is becoming a rather popular means to approximate the expensive simulations in today’s complex engineering design problems since accurate metamodels can bring in a lot of benefits. The metamodel accuracy, however, heavily depends on the locations of the observed points. Adaptive samplin...