Single-Solution Hypervolume Maximization and its use for Improving Generalization of Neural Networks

Conrado S. Miranda, Fernando J. Von Zuben

This paper introduces the hypervolume maximization with a single solution as an alternative to the mean loss minimization. The relationship between the two problems is proved throu…