Non-linear domain adaptation in transfer evolutionary optimization

• Main Authors: Lim, Ray, Gupta, Abhishek, Ong, Yew-Soon, Feng, Liang, Zhang, Allan N.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Domain Adaptation; Solution Representation Learning
• Online Access: https://hdl.handle.net/10356/160178
• Institution: Nanyang Technological University

The cognitive ability to learn with experience is a hallmark of intelligent systems. The emerging transfer optimization paradigm pursues such human-like problem-solving prowess by leveraging useful information from various source tasks to enhance optimization efficiency on a related target task. The...