Do We Really Need to Approach the Entire Pareto Front in Many-Objective Bayesian Optimisation?

Chao Jiang, Jingyu Huang, Miqing Li

Many-objective optimisation, a subset of multi-objective optimisation, involves optimisation problems with more than three objectives. As the number of objectives increases, the nu…