Bayesian co-evolutionary optimization based entropy search for high-dimensional many-objective optimization

• Main Authors: Bian, Hongli, Tian, Jie, Yu, Jialiang, Yu, Han
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Adaptive Acquisition Function; Entropy Search
• Online Access: https://hdl.handle.net/10356/171437
• Institution: Nanyang Technological University

Bayesian evolutionary optimization algorithms have been widely employed to solve expensive many-objective optimization problems. However, the existing approaches are generally designed for low-dimensional problems. In high-dimensional problems, the accuracy of the prediction decreases. And the acqui...