A matrix adaptation evolution strategy for constrained real-parameter optimization M Hellwig, HG Beyer 2018 IEEE congress on evolutionary computation (CEC), 1-8, 2018 | 90 | 2018 |
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 | 66 | 2019 |
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 | 47 | 2018 |
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 | 43 | 2020 |
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 | 42 | 2016 |
The dynamics of cumulative step size adaptation on the ellipsoid model HG Beyer, M Hellwig Evolutionary computation 24 (1), 25-57, 2016 | 19 | 2016 |
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 | 16 | 2016 |
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 | 13 | 2018 |
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 | 12 | 2012 |
Mutation strength control via meta evolution strategies on the ellipsoid model M Hellwig, HG Beyer Theoretical Computer Science 623, 160-179, 2016 | 9 | 2016 |
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 | 7 | 2022 |
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 | 7 | 2019 |
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 | 6 | 2017 |
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 | 6 | 2013 |
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 | 5 | 2019 |
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 | 5 | 2019 |
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 | 5 | 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 | 4 | 2019 |
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 | 4 | 2018 |
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 |