Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization
Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization
Transfer optimization enables data-efficient optimization of a target task by leveraging experiential priors from related source tasks. This is especially useful in multiobjective optimization settings where a set of trade-off solutions is sought under tight evaluation budgets. In this paper, we introduce a novel concept of inverse transfer in multiobjective …