The dispersion metric and the CMA evolution strategy

• Sampling on Random Subspaces Under Limited Data in the Context of Exploratory Landscape Analysis

  2026 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  0

  citations
• A survey of features used for representing black-box single-objective continuous optimization

  2026 Swarm and Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  4

  citations
• Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization

  2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  10

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• Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization

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

  9

  citations
• Generating Cheap Representative Functions for Expensive Automotive Crashworthiness Optimization

  2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  8

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• Landscape-Aware Automated Algorithm Configuration Using Multi-output Mixed Regression and Classification

  2024 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

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• Exploratory Landscape Analysis

  2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  8

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• Transfer of Multi-objectively Tuned CMA-ES Parameters to a Vehicle Dynamics Problem

  2023 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  3

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• One-shot optimization for vehicle dynamics control systems

  2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  7

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• Learning the characteristics of engineering optimization problems with applications in automotive crash

  2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  31

  citations
• Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization

  2021 Computers & Operations Research article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  35

  citations

11 results