Scalable Transfer Evolutionary Optimization: Coping With Big Task Instances
Scalable Transfer Evolutionary Optimization: Coping With Big Task Instances
In today's digital world, we are faced with an explosion of data and models produced and manipulated by numerous large-scale cloud-based applications. Under such settings, existing transfer evolutionary optimization frameworks grapple with simultaneously satisfying two important quality attributes, namely (1) scalability against a growing number of source tasks and (2) …