Max-min surrogate-assisted evolutionary algorithm for robust design

• Main Authors: Ong, Yew-Soon, Nair, Prasanth B., Lum, Kai Yew
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Evolutionary Algorithm; Function Approximation and Surrogate Modeling
• Online Access: https://hdl.handle.net/10356/147984
• Institution: Nanyang Technological University

Solving design optimization problems using evolutionary algorithms has always been perceived as finding the optimal solution over the entire search space. However, the global optima may not always be the most desirable solution in many real-world engineering design problems. In practice, if the glob...