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Publications

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Prager, Raphael Patrick

Publications

9 entries

per page

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, 411-425. Cham: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python Prager, Raphael Patrick; Trautmann, Heike (2023) In: Evolutionary Computation. Research article (journal) \| Peer reviewed \| accepted / in press (not yet published)
Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features Prager Patrick Raphael , Dietrich Konstantin , Schneider Lennart , Schäpermeier Lennart , Bischl Bernd , Kerschke Pascal , Trautmann Heike , Mersmann Olaf (2023) In: Chicano, Francisco; Friedrich, Tobias; Kötzing, Timo; Rothlauf, Franz (eds.), FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 129-139. online: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
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, 657-665. New York, NY, USA: Research article in edited proceedings (conference) \| Peer reviewed \| Published
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, 3-17. Cham: Research article in edited proceedings (conference) \| Peer reviewed \| Published
HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis In: (eds.), , -. \| Peer reviewed
Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization In: (eds.), . \| Peer reviewed
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis In: (eds.), , -. \| Peer reviewed
An Experiment on Game Facet Combination In: (eds.), . \| Peer reviewed

Schneider, Lennart; Schäpermeier, Lennart; Prager, Raphael Patrick; Bischl, Bernd; Trautmann, Heike; Kerschke, Pascal

(2022)

Rudolph, Günter; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, Tea

Parallel Problem Solving from Nature -- PPSN XVII

575

589

Cham:

Research article in edited proceedings (conference)

| Published

Prager, Raphael Patrick Seiler, Moritz Vinzent Trautmann, Heike Kerschke, Pascal

(2021)

Research article in edited proceedings (conference)

| Published

Prager Raphael Patrick, Trautmann Heike, Wang Hao, Bäck Thomas H. W., Kerschke Pascal

(2020)

996

1003

Research article in edited proceedings (conference)

| Published

Prager Raphael Patrick, Troost Laura, Brüggenjürgen Simeon, Melhart David, Yannakakis Georgios, Preuss Mike

(2019)

Research article in edited proceedings (conference)

| Published

Springer Nature

doi:10.1007/978-3-031-30229-9_27

ACM Press

doi:10.1145/3594805.3607136

ACM Press. doi:10.1145/3512290.3528834

Springer International Publishing. doi:10.1007/978-3-031-14714-2_1

Springer International Publishing. doi:10.1007/978-3-031-14714-2_40

(kein Verlag angegeben).

(kein Verlag angegeben). doi:10.1109/SSCI47803.2020.9308510

(kein Verlag angegeben).

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, 411-425. Cham: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python Prager, Raphael Patrick; Trautmann, Heike (2023) In: Evolutionary Computation. Research article (journal) \| Peer reviewed \| accepted / in press (not yet published)
Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features Prager Patrick Raphael , Dietrich Konstantin , Schneider Lennart , Schäpermeier Lennart , Bischl Bernd , Kerschke Pascal , Trautmann Heike , Mersmann Olaf (2023) In: Chicano, Francisco; Friedrich, Tobias; Kötzing, Timo; Rothlauf, Franz (eds.), FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 129-139. online: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
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, 657-665. New York, NY, USA: Research article in edited proceedings (conference) \| Peer reviewed \| Published
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, 3-17. Cham: Research article in edited proceedings (conference) \| Peer reviewed \| Published
HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis In: (eds.), , -. \| Peer reviewed
Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization In: (eds.), . \| Peer reviewed
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis In: (eds.), , -. \| Peer reviewed
An Experiment on Game Facet Combination In: (eds.), . \| Peer reviewed