Algorithm configuration data mining for CMA evolution strategies

• Evolution Strategies

  2025 Springer eBooks book-chapter Computer Science Metaheuristic Optimization Algorithms Research

  0

  citations
• Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks

  2024 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  6

  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
• Using structural bias to analyse the behaviour of modular CMA-ES

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

  9

  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
• 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
• A modular hybridization of particle swarm optimization and differential evolution

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

  14

  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