Half a dozen real-world applications of evolutionary multitasking, and more

• Main Authors: Gupta, Abhishek, Zhou, Lei, Ong, Yew-Soon, Chen, Zefeng, Hou, Yaqing
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Scalability; Deep Learning
• Online Access: https://hdl.handle.net/10356/162487
• Institution: Nanyang Technological University

Until recently, the potential to transfer evolved skills across distinct optimization problem instances (or tasks) was seldom explored in evolutionary computation. The concept of evolutionary multitasking (EMT) fills this gap. It unlocks a population's implicit parallelism to jointly solve a se...