| 2024 | Hot Off the Press: Benchmarking Derivative-Free Global Optimization Algorithms under Limited Dimensions and Large Evaluation Budgets. | Linas Stripinis, Jakub Kudela, Remigijus Paulavicius |
| 2024 | Designing Black-Box Optimizers with PushGP. | Vladimir Stanovov |
| 2024 | Byron: A Fuzzer for Turing-complete Test Programs. | Giovanni Squillero, Alberto Tonda, Dimitri Masetta, Marco Sacchet |
| 2024 | SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm. | Junhao Song, Yingfang Yuan, Wei Pang |
| 2024 | Instance Space Analysis and Item Response Theory for Algorithm Testing. | Kate Smith-Miles, Mario Andrs Muoz, Sevvandi Kandanaarachchi |
| 2024 | Time-varying Echo State Networks: Harnessing Dynamic Parameters for Robust Time-Series Analysis. | Nabangshu Sinha, Carlo Lucheroni |
| 2024 | A Generative Evolutionary Many-Objective Framework: A Case Study in Antimicrobial Agent Design. | Matheus Muller Pereira Da Silva, Jaqueline Silva Angelo, Isabella Alvim Guedes, Laurent Emmanuel Dardenne |
| 2024 | Function Class Learning with Genetic Programming: Towards Explainable Meta Learning for Tumor Growth Functionals. | Evi Sijben, Jeroen C. Jansen, Peter A. N. Bosman, Tanja Alderliesten |
| 2024 | A Survey on Learning Classifier Systems from 2022 to 2024. | Abubakar Siddique, Michael Heider, Muhammad Iqbal, Hiroki Shiraishi |
| 2024 | Evolutionary Machine Learning for Interpretable and eXplainable AI. | Abubakar Siddique, Will N. Browne, Ryan J. Urbanowicz |
| 2024 | Generating Solvable and Difficult Logic Grid Puzzles. | Fiona Shyne, Kaylah Facey, Seth Cooper |
| 2024 | Automated Design Competition Technical Report: Cascaded Structure and Parameter Optimization Based on Prior Knowledge. | Xiang Shu, Yiyi Zhu, Renji Zhang, Xiang Xia, Bingdong Li, Hong Qian |
| 2024 | Benchmark Problems for Machine Learning in Control Synthesis. | Elizaveta Yu. Shmalko, Askhat I. Diveev |
| 2024 | Lessons from curiosity-driven physics research. | Suzie Sheehy |
| 2024 | On the robustness of lexicase selection to contradictory objectives. | Shakiba Shahbandegan, Emily L. Dolson |
| 2024 | A Corridor Model Evolutionary Algorithm for Fast Converging Green Vehicle Routing Problem. | Ananta Shahane, Niki van Stein, Yingjie Fan |
| 2024 | Enhancing Fault Detection in Smart Contract Loops Through Adaptive Probabilistic Sampling. | Stuart D. Semujju, Fangqing Liu, Han Huang, Yi Xiang |
| 2024 | XCS: Is Covering All You Need? | Connor Schnberner, Sven Tomforde |
| 2024 | Guiding Quality Diversity on Monotone Submodular Functions: Customising the Feature Space by Adding Boolean Conjunctions. | Marcus Schmidbauer, Andre Opris, Jakob Bossek, Frank Neumann, Dirk Sudholt |
| 2024 | Improving the efficiency of GP-GOMEA for higher-arity operators. | Thalea Schlender, Mafalda Malafaia, Tanja Alderliesten, Peter A. N. Bosman |
| 2024 | Multi-Objective Evolutionary Hindsight Experience Replay for Robot Manipulation Tasks. | Erdi Sayar, Giovanni Iacca, Alois Knoll |
| 2024 | Large Language Models for the Automated Analysis of Optimization Algorithms. | Camilo Chacn Sartori, Christian Blum, Gabriela Ochoa |
| 2024 | An Extension of STNWeb Functionality: On the Use of Hierarchical Agglomerative Clustering as an Advanced Search Space Partitioning Strategy. | Camilo Chacn Sartori, Christian Blum, Gabriela Ochoa |
| 2024 | Model-based Gradient Search using the Plackett-Luce model. | Valentino Santucci, Josu Ceberio |
| 2024 | Optimization through Iterative Smooth Morphological Transformations. | Valentino Santucci, Marco Baioletti, Marco Tomassini |