Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction

Ana Kostovska, Carola Doerr, Sašo Džeroski +2

Automated algorithm performance prediction in numerical blackbox optimization often relies on problem characterizations, such as exploratory landscape analysis features. These feat…