Methods in multi-source data-driven transfer optimization

• Main Author: Da, Bingshui
• Other Authors: Ong Yew Soon
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/136964
• Institution: Nanyang Technological University

In the global optimization literature, traditional optimization algorithms typically start their search process from scratch while facing a new problem of practical interest. That is to say, their problem-solving capabilities do not grow along with accumulated experiences or solved problems. Under t...