Autoencoding evolutionary search with learning across heterogeneous problems

• Main Authors: Feng, Liang, Ong, Yew-Soon, Jiang, Siwei, Gupta, Abhishek
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Evolutionary Optimization; Knowledge Transfer
• Online Access: https://hdl.handle.net/10356/147937
• Institution: Nanyang Technological University

To enhance the search performance of evolutionary algorithms, reusing knowledge captured from past optimization experiences along the search process has been proposed in the literature, and demonstrated much promise. In the literature, there are generally three types of approaches for reusing knowle...