Hans-Georg Beyer

Universität Ulm — Germany

Computer Science · Physical Sciences

38h-index10.9kcitations223works0.92yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(122), Evolutionary Algorithms and Applications(104), Advanced Multi-Objective Optimization Algorithms(67), Evolution and Genetic Dynamics(28), Solar Radiation and Photovoltaics(14)

Publications223 total

Optimal Restart Strategies for Parameter-dependent Optimization Algorithms
2025Open Access
What You Always Wanted to Know About Evolution Strategies, But Never Dared to Ask
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025Open Access
Investigating Adaptive Population Control Strategies With Cumulative Step-Size Adaptation
IEEE Transactions on Evolutionary Computation·2025
Optimal Restart Strategies for Parameter-dependent Optimization Algorithms
arXiv (Cornell University)·2025Open Access
Optimal Scaling of an Algorithmic Parameter in Restart Strategies
2024· 1 citedOpen Access
On the Interaction of Adaptive Population Control with Cumulative Step-Size Adaptation
arXiv (Cornell University)·2024Open Access
Mutation Strength Adaptation of the $(μ/μ_I, λ)$-ES for Large Population Sizes on the Sphere Function
arXiv (Cornell University)·2024Open Access
Bias in Standard Self-Adaptive Evolution Strategies
2024
Success Rate of Evolution Strategies on the Multimodal Griewank Function
2024· 3 cited
On a Population Sizing Model for Evolution Strategies in Multimodal Landscapes
IEEE Transactions on Evolutionary Computation·2024· 4 citedOpen Access
Self-Adaptation of Multirecombinant Evolution Strategies on the Highly Multimodal Rastrigin Function
IEEE Transactions on Evolutionary Computation·2024· 3 citedOpen Access
Analyzing design principles for competitive evolution strategies in constrained search spaces
arXiv (Cornell University)·2024· 1 citedOpen Access
Optimal Restart Strategies For Parameter-Dependent Optimization Algorithms
SSRN Electronic Journal·2024Open Access
Self-Adaptation of Multi-Recombinant Evolution Strategies on the Highly Multimodal Rastrigin Function
2023Open Access
Progress analysis of a multi-recombinative evolution strategy on the highly multimodal Rastrigin function
Theoretical Computer Science·2023· 16 citedOpen Access
Convergence Properties of the (μ/μI, λ)-ES on the Rastrigin Function
2023· 10 citedOpen Access
What You Always Wanted to Know About Evolution Strategies, But Never Dared to Ask
2023
On a Population Sizing Model for Evolution Strategies Optimizing the Highly Multimodal Rastrigin Function
Proceedings of the Genetic and Evolutionary Computation Conference·2023· 11 citedOpen Access
On the Design of a Matrix Adaptation Evolution Strategy for Optimization on General Quadratic Manifolds
ACM Transactions on Evolutionary Learning and Optimization·2022· 2 cited
Benchmarking ϵMAg-ES and BP-ϵMAg-ES on the bbob-constrained testbed
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2022Open Access
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Frequent Co-authors

Dirk V. Arnold(12), Bernhard Sendhoff(5), Hans–Paul Schwefel(4), Kalyanmoy Deb(4), Michael Hellwig(3), Ingo Wegener(2), A. Irfan Oyman(2), Una-May O’Reilly(1), Thomas Philip Rúnarsson(1), Silja Meyer-Nieberg(1), Citing Li(1), Shengxiang Yang(1), Trung Thành Nguyễn(1), E. L. Yu(1), Xin Yao(1), Yaochu Jin(1), Ponnuthurai Nagaratnam Suganthan(1), Edo Wiemken(1), Wolfgang Heydenreich(1), Klaus H. Kiefer(1)