Michael Hellwig

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 25

Top Topics

Evolution Strategy

Constrained Optimization

Top Venues

Theor. Comput. Sci.

Publications

Michael Hellwig, Hans-Georg Beyer
Analyzing design principles for competitive evolution strategies in constrained search spaces. CoRR (2024)
Martin Dobler, Michael Hellwig, Nuno Lopes, Ken Oakley, Mike Winterburn
Systematic review, analysis, and characterisation of malicious industrial network traffic datasets for aiding Machine Learning algorithm performance testing. CoRR (2024)
David Hutter, Michael Hellwig, Thomas Steinberger
An Interior-point Genetic Algorithm with Restarts for Flexible Job Shop Scheduling Problems. CEC (2024)
Dominik Andreas Kowieski, Michael Hellwig, Thomas Feilhauer
TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model. LREC/COLING (2024)
Felix Salcher, Steffen Finck, Michael Hellwig
Automated Process Capability Analysis for Product Quality Improvements. ICE/ITMC (2023)
Michael Hellwig, Steffen Finck
Joining Emission Data from Diverse Economic Activity Taxonomies with Evolution Strategies. LOD (1) (2023)
Michael Hellwig, Hans-Georg Beyer
Benchmarking ϵMAg-ES and BP-ϵMAg-ES on the bbob-constrained testbed. GECCO Companion (2022)
Michael Hellwig, Steffen Finck, Thomas Mootz, Andreas Ehe, Florian Rein
NLP for Product Safety Risk Assessment: - Towards Consistency Evaluations of Human Expert Panels. ISDA (2021)
Michael Hellwig, Hans-Georg Beyer
On the steady state analysis of covariance matrix self-adaptation evolution strategies on the noisy ellipsoid model. Theor. Comput. Sci. 832 (2020)
Michael Hellwig, Hans-Georg Beyer
A Modified Matrix Adaptation Evolution Strategy with Restarts for Constrained Real-World Problems. CEC (2020)
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
Steady state analysis of a multi-recombinative meta-ES on a conically constrained problem with comparison to σSA and CSA. FOGA (2019)
Michael Hellwig, Hans-Georg Beyer
Benchmarking evolutionary algorithms for single objective real-valued constrained optimization - A critical review. Swarm Evol. Comput. 44 (2019)
Michael Hellwig, Hans-Georg Beyer
Analysis of a meta-ES on a conically constrained problem. GECCO (2019)
Michael Hellwig, Patrick Spettel, Hans-Georg Beyer
Comparison of contemporary evolutionary algorithms on the rotated Klee-Minty problem. GECCO (Companion) (2019)
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization Under Linear Constraints. IEEE Trans. Evol. Comput. 23 (3) (2019)
Michael Hellwig, Hans-Georg Beyer
A Matrix Adaptation Evolution Strategy for Constrained Real-Parameter Optimization. CEC (2018)
Michael Hellwig, Hans-Georg Beyer
A Linear Constrained Optimization Benchmark for Probabilistic Search Algorithms: The Rotated Klee-Minty Problem. TPNC (2018)
Michael Hellwig, Hans-Georg Beyer
Benchmarking Evolutionary Algorithms For Real-valued Constrained Optimization - A Critical Review. CoRR (2018)
Michael Hellwig, Hans-Georg Beyer
A Linear Constrained Optimization Benchmark For Probabilistic Search Algorithms: The Rotated Klee-Minty Problem. CoRR (2018)
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
A Covariance Matrix Self-Adaptation Evolution Strategy for Linear Constrained Optimization. CoRR (2018)
Hans-Georg Beyer, Michael Hellwig
Analysis of the pcCMSA-ES on the noisy ellipsoid model. GECCO (2017)
Michael Hellwig, Dirk V. Arnold
Comparison of Constraint-Handling Mechanisms for the (1, λ)-ES on a Simple Constrained Problem. Evol. Comput. 24 (1) (2016)
Michael Hellwig, Hans-Georg Beyer
Mutation strength control via meta evolution strategies on the ellipsoid model. Theor. Comput. Sci. 623 (2016)
Hans-Georg Beyer, Michael Hellwig
The Dynamics of Cumulative Step Size Adaptation on the Ellipsoid Model. Evol. Comput. 24 (1) (2016)
Michael Hellwig, Hans-Georg Beyer
Evolution Under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound - The pcCMSA-ES. PPSN (2016)
Hans-Georg Beyer, Michael Hellwig
Controlling population size and mutation strength by Meta-ES under fitness noise. FOGA (2013)
Hans-Georg Beyer, Michael Hellwig
Mutation strength control by meta-ES on the sharp ridge. GECCO (2012)