Expressiveness and robustness of landscape features

• 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

  citations
• Landscape Analysis Based vs. Domain-Specific Optimization for Engineering Design Applications: A Clear Case

  2024 IEEE Conference on Artificial Intelligence (CAI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

  citations
• MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts

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

  17

  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

  citations
• 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

  citations
• Exploratory Landscape Analysis

  2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  8

  citations
• 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
• Integrated vs. sequential approaches for selecting and tuning CMA-ES variants

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

  12

  citations

10 results