Detecting Funnel Structures by Means of Exploratory Landscape Analysis

• 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
• Benchmarking that Matters: Rethinking Benchmarking in Continuous Optimisation for Practical Impact

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

  3

  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
• The Synergy of Explainable AI and Evolutionary Computation: Real-World Applications

  2025 Natural computing series book-chapter Computer Science Explainable Artificial Intelligence (XAI)

  0

  citations
• 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
• Analyzing variational quantum landscapes with information content

  2024 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

  12

  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
• 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

  citations
• 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

  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
• A Survey of Nearest-Better Clustering in Swarm and Evolutionary Computation

  2021 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  13

  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

14 results