| 2024 | Sliding Window Bi-objective Evolutionary Algorithms for Optimizing Chance-Constrained Monotone Submodular Functions. | Xiankun Yan, Aneta Neumann, Frank Neumann |
| 2024 | Near-Tight Runtime Guarantees for Many-Objective Evolutionary Algorithms. | Simon Wietheger, Benjamin Doerr |
| 2024 | Over Sampling Local Optima: Selection and Sampling Bias in Hybrid Genetic Algorithms. | Darrell Whitley, Gabriela Ochoa, Francisco Chicano |
| 2024 | Satellite Resource Scheduling: Compaction Strategies for Genetic Algorithm Schedulers. | Darrell Whitley, Ozeas Quevedo de Carvalho, Mark Roberts, Vivint Shetty, Piyabutra Jampathom |
| 2024 | Bayesian Forward-Inverse Transfer for Multiobjective Optimization. | Tingyang Wei, Jiao Liu, Abhishek Gupta, Puay Siew Tan, Yew-Soon Ong |
| 2024 | Empirical Analysis of the Dynamic Binary Value Problem with IOHprofiler. | Diederick Vermetten, Johannes Lengler, Dimitri Rusin, Thomas Bck, Carola Doerr |
| 2024 | CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points. | Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa |
| 2024 | Multimodal Adaptive Graph Evolution for Program Synthesis. | Camilo De La Torre, Yuri Lavinas, Kvin Cortacero, Herv Luga, Dennis G. Wilson, Sylvain Cussat-Blanc |
| 2024 | Entropy, Search Trajectories, and Explainability for Frequency Fitness Assignment. | Sarah L. Thomson, Gabriela Ochoa, Daan van den Berg, Tianyu Liang, Thomas Weise |
| 2024 | Reaching Pareto Front Shape Invariance with a Continuous Multi-objective Ant Colony Optimization Algorithm. | Rodolfo Humberto Tamayo, Jess Guillermo Falcn-Cardona, Carlos A. Coello Coello |
| 2024 | A Deep Dive Into Effects of Structural Bias on CMA-ES Performance Along Affine Trajectories. | Niki van Stein, Sarah L. Thomson, Anna V. Kononova |
| 2024 | Symbol Graph Genetic Programming for Symbolic Regression. | Jinglu Song, Qiang Lu, Bozhou Tian, Jingwen Zhang, Jake Luo, Zhiguang Wang |
| 2024 | A Variable-Length Fuzzy Set Representation for Learning Fuzzy-Classifier Systems. | Hiroki Shiraishi, Rongguang Ye, Hisao Ishibuchi, Masaya Nakata |
| 2024 | Warm Starting of CMA-ES for Contextual Optimization Problems. | Yuta Sekino, Kento Uchida, Shinichi Shirakawa |
| 2024 | Learned Features vs. Classical ELA on Affine BBOB Functions. | Moritz Seiler, Urban Skvorc, Gjorgjina Cenikj, Carola Doerr, Heike Trautmann |
| 2024 | Population-Based Algorithms Built on Weighted Automata. | Gijs Schrder, Inge M. N. Wortel, Johannes Textor |
| 2024 | Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration. | Lennart Schpermeier, Pascal Kerschke |
| 2024 | Regularized Feature Selection Landscapes: An Empirical Study of Multimodality. | Xavier F. C. Snchez-Daz, Corentin Masson, Ole Jakob Mengshoel |
| 2024 | Automatic Brain Tumor Segmentation Using Convolutional Neural Networks: U-Net Framework with PSO-Tuned Hyperparameters. | Shoffan Saifullah, Rafal Drezewski |
| 2024 | Innovization for Route Planning Applied to an Uber Movement Speeds Dataset for Berlin. | Eva Rper, Jens Weise, Christoph Steup, Sanaz Mostaghim |
| 2024 | Balancing Between Time Budgets and Costs in Surrogate-Assisted Evolutionary Algorithms. | Cedric J. Rodriguez, Peter A. N. Bosman, Tanja Alderliesten |
| 2024 | Unit-Aware Genetic Programming for the Development of Empirical Equations. | Julia Reuter, Viktor Martinek, Roland Herzog, Sanaz Mostaghim |
| 2024 | A First Running Time Analysis of the Strength Pareto Evolutionary Algorithm 2 (SPEA2). | Shengjie Ren, Chao Bian, Miqing Li, Chao Qian |
| 2024 | Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection. | Quentin Renau, Emma Hart |
| 2024 | Decision Tree Based Wrappers for Hearing Loss. | Miguel Rabuge, Nuno Loureno |