Multifactorial evolutionary algorithm with online transfer parameter estimation : MFEA-II

• Main Authors: Bali, Kavitesh Kumar, Ong, Yew-Soon, Gupta, Abhishek, Tan, Puay Siew
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Evolutionary Multitasking; General Optimization Intelligence (GOI)
• Online Access: https://hdl.handle.net/10356/143194
• Institution: Nanyang Technological University

Humans rarely tackle every problem from scratch. Given this observation, the motivation for this paper is to improve optimization performance through adaptive knowledge transfer across related problems. The scope for spontaneous transfers under the simultaneous occurrence of multiple problems unveil...