Non-linear domain adaptation in transfer evolutionary optimization

• المؤلفون الرئيسيون: Lim, Ray, Gupta, Abhishek, Ong, Yew-Soon, Feng, Liang, Zhang, Allan N.
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Computer science and engineering; Domain Adaptation; Solution Representation Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/160178

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...