| 2024 | Enhancing Algorithm Performance Prediction in Constrained Multiobjective Optimization Using Additional Training Problems. | Andrejaana Andova, Jordan N. Cork, Tea Tusar, Bogdan Filipic |
| 2024 | Intepretable Local Explanations Through Genetic Programming. | Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei |
| 2024 | Survival Strategies for Evolutionary Role Mining Algorithms Using Expert Knowledge. | Simon Anderer, Nicolas Justen, Bernd Scheuermann, Sanaz Mostaghim |
| 2024 | Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. | Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon |
| 2024 | A Review of Randomness Techniques in Deep Neural Networks. | Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl |
| 2024 | Improving Concordance Index in Regression-based Survival Analysis: Evolutionary Discovery of Loss Function for Neural Networks. | Mohammed Ghaith Altarabichi, Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rgnvaldsson, Slawomir Nowaczyk, Mattias Ohlsson |
| 2024 | Online Per-Instance Algorithm Selection for Constrained Multi-Objective Optimization Problems. | Hanan Alsouly, Michael Kirley, Mario Andrs Muoz |
| 2024 | A Differential Pheromone Grouping Ant Colony Optimization Algorithm for the 1-D Bin Packing Problem. | Aseel Ismael Ali, Edward C. Keedwell, Ayah Helal |
| 2024 | Minimum variance threshold for epsilon-lexicase selection. | Guilherme Seidyo Imai Aldeia, Fabrcio Olivetti de Frana, William G. La Cava |
| 2024 | Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing. | Guilherme Seidyo Imai Aldeia, Fabrcio Olivetti de Frana, William G. La Cava |
| 2024 | Late Bloomers, First Glances, Second Chances: Exploration of the Mechanisms Behind Fitness Diversity. | Sofya Aksenyuk, Szymon Bujowski, Maciej Komosinski, Konrad Miazga |
| 2024 | LLM-POET: Evolving Complex Environments using Large Language Models. | Fuma Aki, Riku Ikeda, Takumi Saito, Ciaran Regan, Mizuki Oka |
| 2024 | The Electric Vehicle Problem with Road Junctions and Road Types: An Ant Colony Optimization Approach. | Mehmet Anil Akbay, Christian Blum, Michella Saliba |
| 2024 | Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach. | Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang |
| 2024 | Experimental Setup for GECCO 2024 Competition on Benchmarking Niching Methods for Multimodal Optimization. | Ali Ahrari, Jonathan E. Fieldsend, Mike Preuss, Xiaodong Li, Michael Epitropakis |
| 2024 | New Tunable Test Problems for Benchmarking Niching Methods for Multimodal Optimization. | Ali Ahrari, Jonathan E. Fieldsend, Mike Preuss, Xiaodong Li, Michael Epitropakis |
| 2024 | Evolving Reliable Differentiating Constraints for the Chance-constrained Maximum Coverage Problem. | Saba Sadeghi Ahouei, Jacob de Nobel, Aneta Neumann, Thomas Bck, Frank Neumann |
| 2024 | Explaining evolutionary feature selection via local optima networks. | Jason Adair, Sarah L. Thomson, Alexander E. I. Brownlee |
| 2024 | Mixed Binomial Distributions for Binary Mutation Operators. | Brahim Aboutaib, Andrew M. Sutton |
| 2024 | Genetic Algorithm-Based Optimization ofWeighted Voting in Ensemble Models for Time Signature Detection. | Jeremiah Abimbola, Daniel Kostrzewa, Pawel Kasprowski |
| 2024 | L-AutoDA: Large Language Models for Automatically Evolving Decision-based Adversarial Attacks. | Ping Guo, Fei Liu, Xi Lin, Qingchuan Zhao, Qingfu Zhang |
| 2024 | Using Genetic Algorithms for Privacy-Preserving Optimization of Multi-Objective Assignment Problems in Time-Critical Settings: An Application in Air Traffic Flow Management. | Sebastian Gruber, Paul Feichtenschlager, Christoph G. Schuetz |
| 2024 | Evolutionary computation for stochastic problems. | Frank Neumann, Aneta Neumann, Hemant Kumar Singh |
| 2024 | How to Use the Metropolis Algorithm for Multi-Objective Optimization? | Weijie Zheng, Mingfeng Li, Renzhong Deng, Benjamin Doerr |
| 2024 | Gradient-Guided Local Search for IGD/IGDPlus Subset Selection. | Yang Nan, Hisao Ishibuchi, Tianye Shu, Ke Shang |