Complete Multi-Objective Coverage with PaCcET
Logan Yliniemi, Kagan Tumer · 2015
The Pareto Concavity Elimination Transformation (PaCcET) is a promising new development in multi-objective optimization. It transforms the objective space so that a computationally-cheap linear combination of objectives can attain (even concave) Pareto-optimal points. In this work we propose a simple extension to the PaCcET framework, which biases the optimization process toward less-covered areas of the Pareto front.