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Dr. Michael Hellwig
Dr. Michael Hellwig
Vorarlberg University of Applied Sciences
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A matrix adaptation evolution strategy for constrained real-parameter optimization
M Hellwig, HG Beyer
2018 IEEE congress on evolutionary computation (CEC), 1-8, 2018
802018
Benchmarking evolutionary algorithms for single objective real-valued constrained optimization–a critical review
M Hellwig, HG Beyer
Swarm and evolutionary computation 44, 927-944, 2019
612019
A covariance matrix self-adaptation evolution strategy for optimization under linear constraints
P Spettel, HG Beyer, M Hellwig
IEEE Transactions on Evolutionary Computation 23 (3), 514-524, 2018
482018
Evolution Under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound-The pcCMSA-ES
M Hellwig, HG Beyer
International Conference on Parallel Problem Solving from Nature, 26-36, 2016
392016
A modified matrix adaptation evolution strategy with restarts for constrained real-world problems
M Hellwig, HG Beyer
2020 IEEE congress on evolutionary computation (CEC), 1-8, 2020
352020
The dynamics of cumulative step size adaptation on the ellipsoid model
HG Beyer, M Hellwig
Evolutionary computation 24 (1), 25-57, 2016
182016
Comparison of constraint-handling mechanisms for the (1,λ)-ES on a simple constrained problem
M Hellwig, DV Arnold
Evolutionary computation 24 (1), 1-23, 2016
162016
On the Steady State Analysis of Covariance Matrix Self-Adaptation Evolution Strategies on the Noisy Ellipsoid Model
M Hellwig, HG Beyer
Theoretical Computer Science, 2018
122018
Mutation strength control by Meta-ES on the sharp ridge
HG Beyer, M Hellwig
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
122012
Mutation strength control via meta evolution strategies on the ellipsoid model
M Hellwig, HG Beyer
Theoretical Computer Science 623, 160-179, 2016
92016
On the optimization of 2D path network layouts in engineering designs via evolutionary computation techniques
AC Zăvoianu, S Saminger-Platz, D Entner, T Prante, M Hellwig, ...
Evolutionary and Deterministic Methods for Design Optimization and Control …, 2019
72019
Analysis of the pcCMSA-ES on the noisy ellipsoid model
HG Beyer, M Hellwig
Proceedings of the Genetic and Evolutionary Computation Conference, 689-696, 2017
62017
Controlling population size and mutation strength by meta-es under fitness noise
HG Beyer, M Hellwig
Proceedings of the twelfth workshop on Foundations of genetic algorithms XII …, 2013
62013
Smart circular economy value drivers: The role of the financial sector in stimulating smart regional innovation-driven growth
B Suzic, S Urban, M Hellwig, M Dobler
Smart Services Summit: Smart Services Supporting the New Normal, 55-64, 2022
52022
Analysis of a meta-ES on a conically constrained problem
M Hellwig, HG Beyer
Proceedings of the Genetic and Evolutionary Computation Conference, 673-681, 2019
52019
Optimization of ascent assembly design based on a combinatorial problem representation
M Hellwig, D Entner, T Prante, AC Zăvoianu, M Schwarz, K Fink
Evolutionary and deterministic methods for design optimization and control …, 2019
52019
A linear constrained optimization benchmark for probabilistic search algorithms: the rotated Klee-minty problem
M Hellwig, HG Beyer
Theory and Practice of Natural Computing: 7th International Conference, TPNC …, 2018
42018
Multi-Objective Optimal Design of Variably Constrained 2D Path Network Layouts with Application to Ascent Assembly Engineering
AC Zavoianu, S Saminger-Platz, D Entner, T Prante, M Hellwig, ...
Journal of Mechanical Design 140 (6), 061401-061401-11, 2018
4*2018
Comparison of contemporary evolutionary algorithms on the rotated klee-minty problem
M Hellwig, P Spettel, HG Beyer
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
32019
Multi-objective optimal design of obstacle-avoiding two-dimensional Steiner trees with application to ascent assembly engineering.
AC Zavoianu, S Saminger-Platz, D Entner, T Prante, M Hellwig, ...
Journal of mechanical design 140 (6), 2018
32018
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