Autoencoding evolutionary search with learning across heterogeneous problems

• المؤلفون الرئيسيون: Feng, Liang, Ong, Yew-Soon, Jiang, Siwei, Gupta, Abhishek
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Evolutionary Optimization; Knowledge Transfer
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/147937
• المؤسسة: 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...