Raphael Patrick Prager

Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python

Raphael Patrick Prager, Heike Trautmann · Evolutionary Computation · 2023 · 24 citations

Mathematical Programming, Numerical Analysis, Large-scale Global Optimization +21

A collection of deep learning-based feature-free approaches for characterizing single-objective continuous fitness landscapes

Moritz Vinzent Seiler, Raphael Patrick Prager, Pascal Kerschke et al. · Proceedings of the Genetic and Evolutionary Computation Conference · 2022 · 20 citations

Artificial Intelligence, Geometric Learning, Engineering +21

Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis

Raphael Patrick Prager, Heike Trautmann, Hao Wang et al. · 2020 · 16 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization

Raphael Patrick Prager, Moritz Vinzent Seiler, Heike Trautmann et al. · 2021 IEEE Symposium Series on Computational Intelligence (SSCI) · 2021 · 12 citations