Understanding the problem space in single-objective numerical optimization using exploratory landscape analysis

• Landscape-aware Automated Algorithm Design: An Efficient Framework for Real-world Optimization

  2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications 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
• 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
• Transfer Learning of Surrogate Models via Domain Affine Transformation

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  5

  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
• DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis

  2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  24

  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
• 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
• Neural Network Design: Learning from Neural Architecture Search

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Neural Network Applications Open access

  8

  citations

11 results