ABSTRACT
1 Introduction
2 Shape Optimization Problem Formulation
3 Tackling the Curse of Dimensionality
4 Space Reduction Methods
5 Indirect Dimensionality Reduction Methods
6 Direct Dimensionality Reduction Methods: Representation Learning
7 Discussion and Conclusions