Michael Hellwig

36 papers A 7B 3C 1Journal 14Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
A Parameter Adaptive Genetic Algorithm With Restarts for Flexible Job Shop Scheduling Problems with Worker Flexibility.
GECCO Companion
David Hutter, Thomas Steinberger, Michael Hellwig
2025 — conf
AI4Green: A Framework for AI-Based Resource Optimizations for Reliable Applications.
IMBSA
Kai Höfig, Mario Döller, Faiza Waheed, Fabian Riß, Michael Scholz, Joerg Bauer, Hannes Waclawek, Georg Schäfer, Stefan Huber, Bernhard Heinzl, Michael Hellwig, Steffen Finck
2025 J jnl
Benchmarking that Matters: Rethinking Benchmarking for Practical Impact.
CoRR
Anna V. Kononova, Niki van Stein, Olaf Mersmann, Thomas Bäck, Thomas Bartz-Beielstein, Tobias Glasmachers, Michael Hellwig, Sebastian Krey, Jakub Kudela, Boris Naujoks, Leonard Papenmeier, Elena Raponi, Quentin Renau, Jeroen Rook, Lennart Schäpermeier, Diederick Vermetten, Daniela Zaharie
2025 J jnl
Comprehensive Benchmarking Environment for Worker Flexibility in Flexible Job Shop Scheduling Problems.
CoRR
David Hutter, Thomas Steinberger, Michael Hellwig
2025 J jnl
Systematic review and characterisation of malicious industrial network traffic datasets.
Int. J. Inf. Sec.
Martin Dobler, Michael Hellwig, Nuno Lopes, Ken Oakley, Mike Winterburn
2024 — conf
A Smart Shop Floor Information System Architecture Based on the Unified Namespace.
ICE/ITMC
Felix Salcher, Steffen Finck, Michael Hellwig
2024 B conf
An Interior-point Genetic Algorithm with Restarts for Flexible Job Shop Scheduling Problems.
CEC
David Hutter, Michael Hellwig, Thomas Steinberger
2024 J jnl
Analyzing design principles for competitive evolution strategies in constrained search spaces.
CoRR
Michael Hellwig, Hans-Georg Beyer
2024 J jnl
Systematic review, analysis, and characterisation of malicious industrial network traffic datasets for aiding Machine Learning algorithm performance testing.
CoRR
Martin Dobler, Michael Hellwig, Nuno Lopes, Ken Oakley, Mike Winterburn
2024 — conf
TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model.
LREC/COLING
Dominik Andreas Kowieski, Michael Hellwig, Thomas Feilhauer
2024 — conf
Towards a Digital Twin for Sustainable Asset Management of IoT Devices in Smart Buildings.
ICE/ITMC
Chukwunonye Okolo, Noah Schmieder, Michael Hellwig, Eugen Rigger
2023 — conf
Automated Process Capability Analysis for Product Quality Improvements.
ICE/ITMC
Felix Salcher, Steffen Finck, Michael Hellwig
2023 — conf
Joining Emission Data from Diverse Economic Activity Taxonomies with Evolution Strategies.
LOD (1)
Michael Hellwig, Steffen Finck
2022 — conf
Benchmarking ϵMAg-ES and BP-ϵMAg-ES on the bbob-constrained testbed.
GECCO Companion
Michael Hellwig, Hans-Georg Beyer
2021 A ed.
FOGA '21: Foundations of Genetic Algorithms XVI, Virtual Event, Austria, September 6-8, 2021
FOGA
Steffen Finck, Michael Hellwig, Pietro S. Oliveto
2021 C conf
NLP for Product Safety Risk Assessment: - Towards Consistency Evaluations of Human Expert Panels.
ISDA
Michael Hellwig, Steffen Finck, Thomas Mootz, Andreas Ehe, Florian Rein
2020 B conf
A Modified Matrix Adaptation Evolution Strategy with Restarts for Constrained Real-World Problems.
CEC
Michael Hellwig, Hans-Georg Beyer
2020 J jnl
On the steady state analysis of covariance matrix self-adaptation evolution strategies on the noisy ellipsoid model.
Theor. Comput. Sci.
Michael Hellwig, Hans-Georg Beyer
2019 J jnl
A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization Under Linear Constraints.
IEEE Trans. Evol. Comput.
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
2019 A conf
Analysis of a meta-ES on a conically constrained problem.
GECCO
Michael Hellwig, Hans-Georg Beyer
2019 J jnl
Benchmarking evolutionary algorithms for single objective real-valued constrained optimization - A critical review.
Swarm Evol. Comput.
Michael Hellwig, Hans-Georg Beyer
2019 — conf
Comparison of contemporary evolutionary algorithms on the rotated Klee-Minty problem.
GECCO (Companion)
Michael Hellwig, Patrick Spettel, Hans-Georg Beyer
2019 A conf
Steady state analysis of a multi-recombinative meta-ES on a conically constrained problem with comparison to σSA and CSA.
FOGA
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
2018 J jnl
A Covariance Matrix Self-Adaptation Evolution Strategy for Linear Constrained Optimization.
CoRR
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
2018 J jnl
A Linear Constrained Optimization Benchmark For Probabilistic Search Algorithms: The Rotated Klee-Minty Problem.
CoRR
Michael Hellwig, Hans-Georg Beyer
2018 — conf
A Linear Constrained Optimization Benchmark for Probabilistic Search Algorithms: The Rotated Klee-Minty Problem.
TPNC
Michael Hellwig, Hans-Georg Beyer
2018 B conf
A Matrix Adaptation Evolution Strategy for Constrained Real-Parameter Optimization.
CEC
Michael Hellwig, Hans-Georg Beyer
2018 J jnl
Benchmarking Evolutionary Algorithms For Real-valued Constrained Optimization - A Critical Review.
CoRR
Michael Hellwig, Hans-Georg Beyer
2017 — —
Analysis of mutation strength adaptation within evolution strategies on the ellipsoid model and methods for the treatment of fitness noise
Michael Hellwig
2017 A conf
Analysis of the pcCMSA-ES on the noisy ellipsoid model.
GECCO
Hans-Georg Beyer, Michael Hellwig
2016 J jnl
Comparison of Constraint-Handling Mechanisms for the (1, λ)-ES on a Simple Constrained Problem.
Evol. Comput.
Michael Hellwig, Dirk V. Arnold
2016 A conf
Evolution Under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound - The pcCMSA-ES.
PPSN
Michael Hellwig, Hans-Georg Beyer
2016 J jnl
Mutation strength control via meta evolution strategies on the ellipsoid model.
Theor. Comput. Sci.
Michael Hellwig, Hans-Georg Beyer
2016 J jnl
The Dynamics of Cumulative Step Size Adaptation on the Ellipsoid Model.
Evol. Comput.
Hans-Georg Beyer, Michael Hellwig
2013 A conf
Controlling population size and mutation strength by Meta-ES under fitness noise.
FOGA
Hans-Georg Beyer, Michael Hellwig
2012 A conf
Mutation strength control by meta-ES on the sharp ridge.
GECCO
Hans-Georg Beyer, Michael Hellwig