Generating Cheap Representative Functions for Expensive Automotive Crashworthiness Optimization. - Long, Fu Xing; Stein, Bas van; Frenzel, Moritz; Krause, Peter; Gitterle, Markus; Bäck, Thomas (ACM Trans. Evol. Learn. Optim., 2024)

Landscape-Aware Automated Algorithm Configuration Using Multi-output Mixed Regression and Classification. - Long, Fu Xing; Frenzel, Moritz; Krause, Peter; Gitterle, Markus; Bäck, Thomas; Stein, Niki van (2024)

Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification. - Long, Fu Xing; Frenzel, Moritz; Krause, Peter; Gitterle, Markus; Bäck, Thomas; Stein, Niki van (CoRR, 2024)

Classification-based process parameter recommendation in sheet metal forming. - Ai, Zhengtian; Heinle, Ingo; Schelske, Christian; Wang, Hao; Krause, Peter; Bäck, Thomas (J. Ind. Inf. Integr., 2023)

DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis. - Stein, Bas van; Long, Fu Xing; Frenzel, Moritz; Krause, Peter; Gitterle, Markus; Bäck, Thomas (2023)

DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis. - Stein, Bas van; Long, Fu Xing; Frenzel, Moritz; Krause, Peter; Gitterle, Markus; Bäck, Thomas (CoRR, 2023)

Learning the characteristics of engineering optimization problems with applications in automotive crash. - Long, Fu Xing; Stein, Bas van; Frenzel, Moritz; Krause, Peter; Gitterle, Markus; Bäck, Thomas (2022)

A Classification-based Solution For Recommending Process Parameters of Production Processes Without Quality Measures. - Ai, Zhengtian; Heinle, Ingo; Schelske, Christian; Wang, Hao; Krause, Peter; Bäck, Thomas (2020)

Anomaly Detection in Univariate Time Series: An Empirical Comparison of Machine Learning Algorithms. - Däubener, Sina; Schmitt, Sebastian; Wang, Hao; Krause, Peter; Bäck, Thomas (2019)

A New Repair Method For Constrained Optimization. - Koch, Patrick; Bagheri, Samineh; Konen, Wolfgang; Foussette, Christophe; Krause, Peter; Bäck, Thomas (2015)

Contemporary Evolution Strategies - Bäck, Thomas; Foussette, Christophe; Krause, Peter (Springer, 2013)

Environmental modeling framework invasiveness: Analysis and implications. - Lloyd, Wes; David, Olaf; Ascough, James C., II; Rojas, Ken; Carlson, Jack R.; Leavesley, George H.; Krause, Peter; Green, Tim R.; Ahuja, Lajpat R. (Environ. Model. Softw., 2011)

Industrial Optimization by Evolution Strategies: A Bioinspired Optimization Algorithm. - Bäck, Thomas; Willmes, Lars; Krause, Peter (Informatica (Slovenia), 2004)

Demonstration of the Use of Hyperinference: Position Control Using an Electric Disc-Motor. - Krause, Peter (1999)