| 2024 | Multi-objective multi-population Genetic Programming for feature selection and classification to high-dimensional data. | Qiaoman Li, Xiaoying Gao, Wenyang Meng, Jianbin Ma |
| 2024 | Transfer Search Directions Among Decomposed Subtasks for Evolutionary Multitasking in Multiobjective Optimization. | Yanchi Li, Wenyin Gong, Qiong Gu |
| 2024 | Generating Synthetic Tabular Data by Using Image Generative Adversarial Networks. | Bi Li, Boyu Chen, Nankai Lin, Xueming Yan, Yue Xie, Zhifeng Hao |
| 2024 | Matrix-Based Ant Colony Optimization. | Xu Li, Min Cao, Jian-Yu Li, Jing Xu, Jun Zhang, Zhi-Hui Zhan |
| 2024 | Learning Traffic Signal Control via Genetic Programming. | Xiao-Cheng Liao, Yi Mei, Mengjie Zhang |
| 2024 | RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning. | Hongqiao Lian, Zeyuan Ma, Hongshu Guo, Ting Huang, Yue-Jiao Gong |
| 2024 | GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA. | Zhenyu Liang, Tao Jiang, Kebin Sun, Ran Cheng |
| 2024 | A Multi-objective Evolutionary Algorithm based on Hierarchical Grouping for Large-scale Multi-objective Optimization. | Qingwei Liang, Shu-Chuan Chu, Pei-Cheng Song, Jia Zhao, Zne-Jung Lee, Jeng-Shyang Pan |
| 2024 | Assessing PV Integration with Evolutionary Algorithms: Insights from the 2024 Competition on Evolutionary Computation in the Energy Domain. | Fernando Lezama, Jos Almeida, Joo Soares, Zita Vale, Wenlei Bai, Kwang Y. Lee, Wen Zhang |
| 2024 | Comparing Methods for Estimating Marginal Likelihood in Symbolic Regression. | Patrick E. Leser, Geoffrey F. Bomarito, Gabriel Kronberger, Fabrcio Olivetti de Frana |
| 2024 | Plus Strategies are Exponentially Slower for Planted Optima of Random Height. | Johannes Lengler, Leon Schiller, Oliver Sieberling |
| 2024 | Evolving Weighted and Directed Graphs with Constrained Properties. | Sydney Leither, Vincent R. Ragusa, Emily L. Dolson |
| 2024 | Runtime Analysis of Population-based Evolutionary Algorithms. | Per Kristian Lehre |
| 2024 | Density Descent for Diversity Optimization. | David H. Lee, Anishalakshmi V. Palaparthi, Matthew C. Fontaine, Bryon Tjanaka, Stefanos Nikolaidis |
| 2024 | A Memetic Algorithm to Identify Search Patterns for Maximal Coverage of Drifting Oceanic Particles. | Sojung Lee, Yong-Hyuk Kim |
| 2024 | Multiobjective Evolutionary Component Effect on Algorithm Behavior. | Yuri Cossich Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha |
| 2024 | Dynamically Sampling biomedical Images For Genetic Programming. | Yuri Lavinas, Nathaniel Haut, William Punch, Wolfgang Banzhaf, Sylvain Cussat-Blanc |
| 2024 | Large Language Models As Evolution Strategies. | Robert T. Lange, Yingtao Tian, Yujin Tang |
| 2024 | Evolution Transformer: In-Context Evolutionary Optimization. | Robert T. Lange, Yingtao Tian, Yujin Tang |
| 2024 | Runtime phylogenetic analysis enables extreme subsampling for test-based problems. | Alexander Lalejini, Marcos Sanson, Jack Garbus, Matthew Andres Moreno, Emily L. Dolson |
| 2024 | Classical Thermodynamics-based Parallel Annealing Algorithm for High-speed and Robust Combinatorial Optimization. | Kyo Kuroki, Satoru Jimbo, Thiem Van Chu, Masato Motomura, Kazushi Kawamura |
| 2024 | Genetic Algorithm Selection of Interacting Features (GASIF) for Selecting Biological Gene-Gene Interactions. | Rachit Kumar, David Zhang, Marylyn DeRiggi Ritchie |
| 2024 | A Flexible Evolutionary Algorithm with Dynamic Mutation Rate Archive. | Martin S. Krejca, Carsten Witt |
| 2024 | Empirical Study of Surrogate Model Assisting JADE: Relation Between the Model Accuracy and the Optimization Efficiency. | Konrad Krawczyk, Jaroslaw Arabas |
| 2024 | Introducing vectorized cluster crossover in Grammatical Evolution. | Michal Kowalczykiewicz, Piotr Lipinski |