Exploiting linkage information in real-valued optimization with the real-valued gene-pool optimal mixing evolutionary algorithm

• Introns and Templates Matter: Rethinking Linkage in GP-GOMEA

  2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  1

  citations
• Function Class Learning with Genetic Programming: Towards Explainable Meta Learning for Tumor Growth Functionals

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  2

  citations
• Fitness-based Linkage Learning and Maximum-Clique Conditional Linkage Modelling for Gray-box Optimization with RV-GOMEA

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  0

  citations
• Deep learning-based auto-segmentation of paraganglioma for growth monitoring

  2024 SPIE Medical Imaging: Image Perception, Observer Performance, and Technology Assessment conference-paper Computer Science Medical Image Segmentation Techniques Open access

  2

  citations
• Simultaneous Model-Based Evolution of Constants and Expression Structure in GP-GOMEA for Symbolic Regression

  2024 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  3

  citations
• Learning Discretized Bayesian Networks with GOMEA

  2024 Lecture notes in computer science conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

  1

  citations
• Evolutionary Algorithms for Parameter Optimization—Thirty Years Later

  2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  86

  citations
• Multi-modal multi-objective model-based genetic programming to find multiple diverse high-quality models

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

  12

  citations
• Obtaining Smoothly Navigable Approximation Sets in Bi-objective Multi-modal Optimization

  2022 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  0

  citations
• Uncrowded Hypervolume-Based Multiobjective Optimization with Gene-Pool Optimal Mixing

  2021 Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  7

  citations
• Leveraging conditional linkage models in gray-box optimization with the real-valued gene-pool optimal mixing evolutionary algorithm

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

  11

  citations
• Improving Model-Based Genetic Programming for Symbolic Regression of Small Expressions

  2020 Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access

  125

  citations
• Ensuring Smoothly Navigable Approximation Sets by Bézier Curve Parameterizations in Evolutionary Bi-objective Optimization

  2020 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  4

  citations

13 results