| 2024 | Evolutionary Automated Machine Learning for Light-Weight Multi-Modal Pipelines. | Andrey Getmanov, Nikolay O. Nikitin |
| 2024 | Dynamic Function Generation for Text Classification. | Mia Gerber, Nelishia Pillay |
| 2024 | Dynamic Algorithm Composition for Image Segmentation. | Mia Gerber, Nelishia Pillay |
| 2024 | Neural Combinatorial Optimization by Means of Partial Solution Strategies. | Andoni Irazusta Garmendia, Josu Ceberio, Alexander Mendiburu |
| 2024 | A Multiobjective Particle Swarm Optimizer based Localized Feature Selection for Imbalanced Fault Diagnosis. | Lin Gao, Yu Zhou, Hainan Guo, Sam Tak-Wu Kwong |
| 2024 | Balancing Convergence and Diversity in Meta-Heuristics for Calibration of Instrument Transformers. | Zihan Gao, Cheng He, Chuanji Zhang, Hongbin Li |
| 2024 | Extending Lexicase DE for a Multi-Niche Constraint Satisfaction Industrial Design Problem. | Takafumi Fukase, Yuta Kobayashi, Claus Aranha |
| 2024 | Prediction of Managed Forest Growth Based on Machine Learning and Cellular Automata. | Pablo H. De Freitas, Murillo G. Carneiro, Thiago P. Protasio, Delman A. Gonalves, Rodrigo O. V. Miranda, Alvaro Augusto Vieira Soares, Luiz G. A. Martins |
| 2024 | A Bilevel Hybrid Genetic Algorithm for Capacitated Electric Vehicle Routing Problem. | Chang-Tao Feng, Ya-Hui Jia, Qiang Yang, Wei-Neng Chen, Huaiguang Jiang |
| 2024 | A Review on Evolutionary Multiform Transfer Optimization. | Yinglan Feng, Liang Feng, Xiaoming Xue, Sam Kwong, Kay Chen Tan |
| 2024 | Urban Land Cover Classification with Efficient Hybrid Quantum Machine Learning Model. | Fan Fan, Yilei Shi, Xiao Xiang Zhu |
| 2024 | An Analysis of the Preferences of Distribution Indicators in Evolutionary Multi-Objective Optimization. | Jess Guillermo Falcn-Cardona, Mahboubeh Nezhadmoghaddam, Emilio Bernal-Zubieta |
| 2024 | Constructing Ensembles of Automatically Designed Relocation Rules for the Container Relocation Problem. | Marko urasevic, Mateja umic, Francisco Javier Gil Gala |
| 2024 | Differential Evolution Search Strategy Enhancement Through Evolutionary Game Theory. | Hctor Escobar-Cuevas, Erik Cuevas, Alberto Luque-Chang, Marco Prez-Cisneros, Daniel Zaldivar, Oscar Barba-Toscano, Mario Vsquez, Nahum Aguirre, Eric L. Marin |
| 2024 | Path Planning in a dynamic environment using Spherical Particle Swarm Optimization. | Mohssen E. Elshaar, Mohammed R. Elbalshy, A. Hussien, Mohamed A. Abido |
| 2024 | Differential Evolution Algorithm for Battlefield Surveillance Sensor Placement. | Ehab Zaki Elfeky, Gregory Sherman, Saber M. Elsayed, Md. Hedayetul Islam Shovon, Riley Lodge, Benjamin Campbell, Daryl Essam, Ruhul A. Sarker |
| 2024 | Designing Relocation Rules with Genetic Programming for the Online Container Relocation Problem. | Marko Durasevic, Mateja Dumic, Francisco Javier Gil Gala |
| 2024 | Evolving Design For Engineering Structures. | Rahul Dubey, Simon J. Hickinbotham, Edgar Buchanan, Andrew R. Colligan, Imelda Friel, Mark Price, Andy M. Tyrrell |
| 2024 | Promoting Diversity in the Evolution of Biological Sequence Data. | Michael Dub, Sheridan K. Houghten, Steffen P. Graether |
| 2024 | Evolutionary Multiobjective Feature Selection Assisted by Unselected Features. | Xuan Duan, Songbai Liu, Junkai Ji, Lingjie Li, Qiuzhen Lin, Kay Chen Tan |
| 2024 | Feature Selection for Computer-Aided Diagnosis via a Novelty Designed Binary Harris Hawk Algorithm. | Minhui Dong, Yuki Todo |
| 2024 | A Learning Classifier System Approach to Time-Critical Decision-Making in Dynamic Alternate Airport Selection. | Boris Djartov, Sanaz Mostaghim, Anne Papenfu, Matthias Wies |
| 2024 | Evolutionary Multitasking with Compatibility Graph for Point Cloud Registration. | Hangqi Ding, Jun Jiang, Yue Wu, Hao Li, Maoguo Gong, Wenping Ma, Qiguang Miao |
| 2024 | An Enhanced Particle Swarm Algorithm Based on Fitness Landscape Information. | Zhenya Diao, Fei Yu, Jian Guan, Meitong Liu |
| 2024 | MiRNN: A Mutual Information Augmented Recurrent Neural Network Framework for Reconstruction of Gene Regulatory Networks. | Prianka Dey, Abhinandan Khan, Goutam Saha, Rajat Kumar Pal |