Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features

Prager RP; Trautmann H (2023)
In: Correia J; Smith S; Qaddoura R (eds.), Applications of Evolutionary Computation. Cham: .
Type of Publication: Research article in edited proceedings (conference)

A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes

Seiler, Moritz Vinzent; Prager, Raphael Patrick; Kerschke, Pascal; Trautmann, Heike (2022)
In: - (eds.), Proceedings of the Genetic and Evolutionary Computation Conference. New York, NY, USA: .
Type of Publication: Research article in edited proceedings (conference)

HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis

Schneider, Lennart; Schäpermeier, Lennart; Prager, Raphael Patrick; Bischl, Bernd; Trautmann, Heike; Kerschke, Pascal (2022)
In: Rudolph, Günter; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, Tea (eds.), Parallel Problem Solving from Nature -- PPSN XVII. Cham: .
Type of Publication: Research article in edited proceedings (conference)

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

Prager Raphael Patrick, Trautmann Heike, Wang Hao, Bäck Thomas H. W., Kerschke Pascal (2020)
In: (eds.), ..
Type of Publication: Research article in edited proceedings (conference)

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Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features Prager RP; Trautmann H (2023) In: Correia J; Smith S; Qaddoura R (eds.), Applications of Evolutionary Computation. Cham: . Type of Publication: Research article in edited proceedings (conference)
Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python Prager, Raphael Patrick; Trautmann, Heike (2023) In: Evolutionary Computation Type of Publication: Research article (journal)
A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes Seiler, Moritz Vinzent; Prager, Raphael Patrick; Kerschke, Pascal; Trautmann, Heike (2022) In: - (eds.), Proceedings of the Genetic and Evolutionary Computation Conference. New York, NY, USA: . Type of Publication: Research article in edited proceedings (conference)
Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods Prager, Raphael Patrick; Seiler, Moritz Vinzent; Trautmann, Heike; Kerschke, Pascal (2022) In: Rudolph, Günter; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, Tea (eds.), Parallel Problem Solving from Nature -- PPSN XVII. Cham: . Type of Publication: Research article in edited proceedings (conference)
HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis Schneider, Lennart; Schäpermeier, Lennart; Prager, Raphael Patrick; Bischl, Bernd; Trautmann, Heike; Kerschke, Pascal (2022) In: Rudolph, Günter; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, Tea (eds.), Parallel Problem Solving from Nature -- PPSN XVII. Cham: . Type of Publication: Research article in edited proceedings (conference)
Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization Prager, Raphael Patrick Seiler, Moritz Vinzent Trautmann, Heike Kerschke, Pascal (2021) In: (eds.), .. Type of Publication: Research article in edited proceedings (conference)
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis Prager Raphael Patrick, Trautmann Heike, Wang Hao, Bäck Thomas H. W., Kerschke Pascal (2020) In: (eds.), .. Type of Publication: Research article in edited proceedings (conference)
An Experiment on Game Facet Combination Prager Raphael Patrick, Troost Laura, Brüggenjürgen Simeon, Melhart David, Yannakakis Georgios, Preuss Mike (2019) In: (eds.), .. Type of Publication: Research article in edited proceedings (conference)