| 2022 | Solver-Based Fitness Function for the Data-Driven Evolutionary Discovery of Partial Differential Equations. | Mikhail Maslyaev, Alexander Hvatov |
| 2022 | Mixed Media in Evolutionary Art. | Jordan Maslen, Brian J. Ross |
| 2022 | Variational Autoencoders and Evolutionary Algorithms for Targeted Novel Enzyme Design. | Miguel Martins, Miguel Rocha, Vitor Pereira |
| 2022 | Evolutionary Construction of Perfectly Balanced Boolean Functions. | Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati |
| 2022 | Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm. | Carolina Gil Marcelino, Elizabeth F. Wanner, Flvio V. C. Martins, Jorge Prez-Aracil, Silvia Jimnez-Fernndez, Sancho Salcedo-Sanz |
| 2022 | Worst Case Performance Based Optimization Involving Multifidelity Functions. | Mohammad Mohiuddin Mamun |
| 2022 | Multi-Objective Roadmap Optimization for Multiagent Navigation. | Sebastian Mai, Maximilian Deubel, Sanaz Mostaghim |
| 2022 | Genetic Programming for Vehicle Subset Selection in Ambulance Dispatching. | Jordan MacLachlan, Yi Mei, Fangfang Zhang, Mengjie Zhang |
| 2022 | A Decomposition-Combination Optimization Method for Network Multiobjective Optimization Problems. | Ziyuan Lyu, Tian Ding, Yuwei Fan |
| 2022 | Searching Crease Patterns by Genetic Algorithm for Origami Design. | Meng-Huan Lu, Yu-Wei Wen, Chuan-Kang Ting |
| 2022 | A New Integer Linear Program and A Grouping Genetic Algorithm with Controlled Gene Transmission for Joint Order Batching and Picking Routing Problem. | Felipe Furtado Lorenci, Santiago Valds Ravelo |
| 2022 | An Adaptive Biased Random-key Genetic Algorithm for Rank Aggregation with Ties and Incomplete Rankings. | Luiz Henrique Nogueira Lorena, Antonio Augusto Chaves, Geraldo R. Mauri, Luiz Antonio Nogueira Lorena |
| 2022 | An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem. | Xinpeng Long, Michael Kampouridis, Delaram Jarchi |
| 2022 | Bicriterion Coevolution for the Multi-objective Travelling Salesperson Problem. | Ying Ying Liu, Parimala Thulasiraman, Nelishia Pillay |
| 2022 | Adaptive Multi-subpopulation based Differential Evolution for Global Optimization. | Qingping Liu, Tingting Pang, Kaige Chen, Zuling Wang, Weiguo Sheng |
| 2022 | Evolutionary Large-Scale Multiobjective Optimization via Self-guided Problem Transformation. | Songbai Liu, Min Jiang, Qiuzhen Lin, Kay Chen Tan |
| 2022 | A Preliminary Study of Multi-task MAP-Elites with Knowledge Transfer for Robotic Arm Design. | Peng Liu, Zheng Guo, Hua Yu, Han Linghu, Yijing Li, Yaqing Hou, Hongwei Ge, Qiang Zhang |
| 2022 | A two-stage multi-objective evolutionary algorithm for large-scale multi-objective optimization. | Wei Liu, Chen Li, Xingxing Hao, Fei Xie, Haiyang Nan, Honghao Zhai, Jiyao Yang |
| 2022 | Double-Assimilation of Prosperity and Destruction Oriented Improved Imperialist Competitive Algorithm with Computational Thinking. | Bin Li, Zhi-Bin Tang |
| 2022 | Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling. | Baihan Lin |
| 2022 | An Initial Investigation of Data-Lean Transfer Evolutionary Optimization with Probabilistic Priors. | Ray Lim, Abhishek Gupta, Yew-Soon Ong |
| 2022 | A Multimodal Multiobjective Genetic Algorithm for Feature Selection. | Jing Liang, Junting Yang, Caitong Yue, Gongping Li, Kunjie Yu, Boyang Qu |
| 2022 | Automated Graph Genetic Algorithm based Puzzle Validation for Faster Game Design. | Karine Levonyan, Jesse Harder, Fernando De Mesentier Silva |
| 2022 | Bootstrapped Neuro-Simulation for Damage Recovery in Complex Robots. | Brydon A. Leonard, Mathys C. du Plessis |
| 2022 | Metaheuristic Optimization Solving Demand Response Contract Markets with Network Validation. | Eduardo Lacerda, Fernando Lezama, Joo P. Soares, Bruno Canizes, Zita A. Vale |