Generalizing surrogate-assisted evolutionary computation

• Main Authors: Lim, Dudy, Jin, Yaochu, Ong, Yew-Soon, Sendhoff, Bernhard
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Approximation Models; Computationally Expensive Problems
• Online Access: https://hdl.handle.net/10356/147977
• Institution: Nanyang Technological University

Using surrogate models in evolutionary search provides an efficient means of handling today's complex applications plagued with increasing high-computational needs. Recent surrogate-assisted evolutionary frameworks have relied on the use of a variety of different modeling approaches to approxim...