Generalizing surrogate-assisted evolutionary computation

• المؤلفون الرئيسيون: Lim, Dudy, Jin, Yaochu, Ong, Yew-Soon, Sendhoff, Bernhard
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Approximation Models; Computationally Expensive Problems
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/147977
• المؤسسة: 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...