Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed

• A New Step Size Update Strategy for CMA-ES in Multi-objective Optimisation

  2025 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  1

  citations
• LLaMEA: Automatically Generating Metaheuristics with Large Language Models

  2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  0

  citations
• Explainable Benchmarking for Iterative Optimization Heuristics

  2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  13

  citations
• Stalling in Space: Attractor Analysis for Any Algorithm

  2025 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  1

  citations
• Avoiding Redundant Restarts in Multimodal Global Optimization

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

  7

  citations
• The importance of landscape features for performance prediction of modular CMA-ES variants

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

  15

  citations
• Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules

  2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  49

  citations
• Explorative data analysis of time series based algorithm features of CMA-ES variants

  2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  7

  citations
• Tabu-Driven Quantum Neighborhood Samplers

  2021 Lecture notes in computer science conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  3

  citations
• Hybridizing Niching, Particle Swarm Optimization, and Evolution Strategy for Multimodal Optimization

  2020 IEEE Transactions on Cybernetics article Computer Science Metaheuristic Optimization Algorithms Research

  78

  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
• 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
• 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
• Tabu-driven Quantum Neighborhood Samplers

  2020 Leiden Repository (Leiden University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

  3

  citations

14 results