The CMA Evolution Strategy: A Comparing Review

• 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
• Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations

  2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  3

  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
• Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks

  2025 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  1

  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
• Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation

  2024 Journal of Intelligent Manufacturing article Engineering Digital Transformation in Industry Open access

  4

  citations
• Human-in-the-Loop Personalization of a Bi-Articular Wearable Robot’s Assistance for Downhill Walking

  2023 IEEE Transactions on Medical Robotics and Bionics article Engineering Prosthetics and Rehabilitation Robotics

  13

  citations
• Metalearning for Hyperparameter Optimization

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  8

  citations
• Estimation of Kinetic Parameters in Stochastic Biomedical Models Using Estimation Theory

  2021 IEEE International Symposium on Intelligent Systems and Informatics (SISY) conference-paper Computer Science Petri Nets in System Modeling

  0

  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
• Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  17

  citations
• Application of Evolution Strategies to the Design of SAR Efficient Parallel Transmit Multi-Spoke Pulses for Ultra-High Field MRI

  2020 IEEE Transactions on Medical Imaging article Medicine Advanced MRI Techniques and Applications Open access

  7

  citations
• Bidding strategy for battery storage systems in the secondary control reserve market

  2020 Applied Energy article Engineering Electric Power System Optimization

  83

  citations

13 results