Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis

• LLM Driven Design of Continuous Optimization Problems with Controllable High-Level Properties

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

  0

  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
• 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
• AI for Expensive Optimization Problems in Industry

  2023 IEEE Conference on Artificial Intelligence (CAI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  0

  citations
• BBOB Instance Analysis: Landscape Properties and Algorithm Performance Across Problem Instances

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

  15

  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

10 results