En route to automated extraction and transfer of knowledge in multitask optimization : an evolutionary perspective

• المؤلف الرئيسي: Bali, Kavitesh Kumar
• مؤلفون آخرون: Ong Yew Soon
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/152658

It is a conventional wisdom that real world problems seldom occur in isolation. The motivation for this work, inspired from the observation that humans rarely tackle every problem from scratch, is to improve optimization performance through adap- tive knowledge transfer across related problems. The...