Thomas Bartz-Beielstein
- Benchmarking in Optimization: Best Practice and Open Issues
2020/07/07 by Thomas Bartz-Beielstein, Bartz-Beielstein, Thomas, Carola Doerr +31 · 12 citations
Computer Science · Mathematics · #68W50 #A.1 #Applications (stat.AP) #B.8.0 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #G.4 #I.2.8 #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Performance (cs.PF) #acm:68W50 #cs.NE #cs.PF #math.OC #msc:68W50 #stat.AP
- Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels
2019/02/09 by Jörg Stork, Martin Zaefferer, Stork, Jörg +4 · 1 voice · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #cs.NE
- Comparison of different Methods for Univariate Time Series Imputation in R
2015/10/13 by Steffen Moritz, Steffen Möritz, Moritz, Steffen +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Environmental Science · Mathematics · #Applications (stat.AP) #Data Analysis with R #FOS: Computer and information sciences #Gene expression and cancer classification #Genetic and phenotypic traits in livestock #Hydrological Forecasting Using AI #Other Computer Science (cs.OH) #Soil Geostatistics and Mapping #cs.OH #stat.AP
- SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization
2010/06/23 by Thomas Bartz-Beielstein, Bartz-Beielstein, Thomas · 1 citation
Computer Science · Mathematics · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #cs.AI #cs.NE #math.OC #stat.AP
- In a Nutshell -- The Sequential Parameter Optimization Toolbox
2017/12/12 by Thomas Bartz–Beielstein, Thomas Bartz-Beielstein, Bartz-Beielstein, Thomas +4 · 2 citations
Computer Science · Mathematics · #68W50 #A.1 #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #B.8.0 #Data Analysis with R #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #G.4 #Gaussian Processes and Bayesian Inference #I.2.8 #Mathematical Software (cs.MS) #Optimization and Control (math.OC) #acm:68W50 #cs.AI #cs.MS #math.OC #msc:68W50
- Short-term load forecasting under EU-AI Act Requirements in Safety-Critical Environments: Results from a 41-day live challenge on the aggregated German transmission-grid load
2026/08/05 by Thomas Bartz-Beielstein
Computer Science · #cs.AI #cs.LG #msc:68M25 #acm:68M25