Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)

• Optimization Is Not Enough: Why Problem Formulation Deserves Equal Attention

  2026 Communications in computer and information science conference-paper Engineering Topology Optimization in Engineering Open access

  0

  citations
• Cascading CMA-ES Instances for Generating Input-diverse Solution Batches

  2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  0

  citations
• Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms

  2025 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• Global Sensitivity Analysis Is Not Always Beneficial for Evolutionary Computation: A Study in Engineering Design

  2025 Natural computing series book-chapter Computer Science Metaheuristic Optimization Algorithms Research Open access

  1

  citations
• Machine-learned tuning of artificial Kitaev chains from tunneling spectroscopy measurements

  2024 Physical review. B./Physical review. B article Physics and Astronomy Quantum and electron transport phenomena Open access

  12

  citations
• Fitness-based Linkage Learning and Maximum-Clique Conditional Linkage Modelling for Gray-box Optimization with RV-GOMEA

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  0

  citations
• Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB

  2024 ACM Transactions on Evolutionary Learning and Optimization article Decision Sciences Advanced Bandit Algorithms Research

  28

  citations
• Automated machine learning: past, present and future

  2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

  146

  citations
• Learning to select the recombination operator for derivative-free optimization

  2024 Science China Mathematics article Computer Science Metaheuristic Optimization Algorithms Research Open access

  6

  citations
• Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB

  2023 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

  2

  citations
• Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]

  2023 IEEE Computational Intelligence Magazine article Computer Science Metaheuristic Optimization Algorithms Research Open access

  27

  citations
• Bayesian Optimization

  2023 Natural computing series book-chapter Computer Science Advanced Multi-Objective Optimization Algorithms

  107

  citations
• Energy management of stationary hybrid battery energy storage systems using the example of a real-world 5 MW hybrid battery storage project in Germany

  2022 Journal of Energy Storage article Energy Power Systems and Renewable Energy

  44

  citations
• Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient

  2021 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  145

  citations
• Learning adaptive differential evolution algorithm from optimization experiences by policy gradient

  2021 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

  4

  citations
• Hybridizing Niching, Particle Swarm Optimization, and Evolution Strategy for Multimodal Optimization

  2020 IEEE Transactions on Cybernetics article Computer Science Metaheuristic Optimization Algorithms Research

  78

  citations
• Optimization of high-channel count, switch matrices for multinuclear, high-field MRI

  2020 PLoS ONE article Medicine Advanced MRI Techniques and Applications Open access

  3

  citations
• Cooperative-Coevolution-CMA-ES with Two-Stage Grouping

  2020 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  5

  citations
• Leveraging conditional linkage models in gray-box optimization with the real-valued gene-pool optimal mixing evolutionary algorithm

  2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  11

  citations
• Robust Evolutionary Bi-objective Optimization for Prostate Cancer Treatment with High-Dose-Rate Brachytherapy

  2020 Lecture notes in computer science conference-paper Physics and Astronomy Advanced Radiotherapy Techniques Open access

  12

  citations

20 results