January 01, 2025 book-chapter XAI for Benchmarking Black-Box Metaheuristics Natural computing series DOI: 10.1007/978-981-96-2540-6_5 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 20 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Evolutionary Algorithms for Parameter Optimization—Thirty Years Later 2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access 86 citations IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics 2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access 61 citations A Comparison of Global Sensitivity Analysis Methods for Explainable AI With an Application in Genomic Prediction 2022 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access 61 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 BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain 2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access 34 citations The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond 2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access 27 citations Modular Differential Evolution 2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 24 citations Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics 2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 22 citations Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms 2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access 21 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 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 Identifying Properties of Real-World Optimisation Problems Through a Questionnaire 2023 Natural computing series book-chapter Computer Science Metaheuristic Optimization Algorithms Research 13 citations Deep BIAS: Detecting Structural Bias using Explainable AI 2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 13 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 OPTION: OPTImization Algorithm Benchmarking ONtology 2022 IEEE Transactions on Evolutionary Computation article Computer Science Semantic Web and Ontologies Open access 7 citations Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms 2023 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 6 citations Optimizing CMA-ES with CMA-ES 2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 6 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 Patterns of Convergence and Bound Constraint Violation in Differential Evolution on SBOX-COST Benchmarking Suite 2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research 5 citations A Deep Dive Into Effects of Structural Bias on CMA-ES Performance Along Affine Trajectories 2024 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 4 citations 20 results