| 2022 | Evolving spaceships with a hybrid L-system constrained optimisation evolutionary algorithm. | Roberto Gallotta, Kai Arulkumaran, Lisa B. Soros |
| 2022 | Genetic programming for electric vehicle routing problem with soft time windows. | Francisco Javier Gil Gala, Marko Durasevic, Domagoj Jakobovic |
| 2022 | The applicability of reinforcement learning for the automatic generation of state preparation circuits. | Thomas Gabor, Maximilian Zorn, Claudia Linnhoff-Popien |
| 2022 | Modifying the quantum-assisted genetic algorithm. | Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien |
| 2022 | Human activity recognition using grammar-based genetic programming. | Joo Marcos de Freitas, Heder Soares Bernardino, Luciana Brugiolo Gonalves, Stnio S Rosrio Furtado Soares |
| 2022 | Transformation-interaction-rational representation for symbolic regression. | Fabrcio Olivetti de Frana |
| 2022 | Coevolutionary generative adversarial networks for medical image augumentation at scale. | Diana Flores, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly |
| 2022 | Evolving polydisperse soft robotic jamming grippers. | Seth G. Fitzgerald, Gary W. Delaney, David Howard, Frdric Maire |
| 2022 | On stochastic evolving algorithms. | Iztok Fister Jr., Iztok Fister |
| 2022 | Exploiting landscape features for fitness prediction in university timetabling. | Thomas Feutrier, Nadarajen Veerapen, Marie-Elonore Kessaci |
| 2022 | Hard problems are easier for success-based parameter control. | Mario Alejandro Hevia Fajardo, Dirk Sudholt |
| 2022 | Statistical analyses for multi-objective stochastic optimization algorithms: GECCO 2022 tutorial. | Tome Eftimov, Peter Korosec |
| 2022 | Illuminating diverse neural cellular automata for level generation. | Sam Earle, Justin Snider, Matthew C. Fontaine, Stefanos Nikolaidis, Julian Togelius |
| 2022 | Heed the noise in performance evaluations in neural architecture search. | Arkadiy Dushatskiy, Tanja Alderliesten, Peter A. N. Bosman |
| 2022 | Novel ensemble collaboration method for dynamic scheduling problems. | Marko Durasevic, Lucija Planinic, Francisco Javier Gil Gala, Domagoj Jakobovic |
| 2022 | Introduction to automated design of scheduling heuristics with genetic programming. | Marko Durasevic, Domagoj Jakobovic, Yi Mei, Su Nguyen, Mengjie Zhang |
| 2022 | Reducing the cost of partition crossover on large MAXSAT problems: the PX-preprocessor. | Preston Dunton, Darrell Whitley |
| 2022 | Benchmarking several strategies to update the penalty parameters in AL-CMA-ES on the bbob-constrained testbed. | Paul Dufoss, Asma Atamna |
| 2022 | Cascades of evolutionary support vector machines. | Wojciech Dudzik, Jakub Nalepa, Michal Kawulok |
| 2022 | Evolutionary feature selection: a novel wrapper feature selection architecture based on evolutionary strategies. | Aaryan Dubey, Alexandre Hoppe Inoue, Pedro Terra Fernandes Birmann, Sammuel Ramos da Silva |
| 2022 | Dynamic evaluation of decomposition methods for large-scale optimization problems using an island model. | Grasiele Regina Duarte, Beatriz Souza Leite Pires de Lima |
| 2022 | Distributed evolution strategies for large-scale optimization. | Qiqi Duan, Guochen Zhou, Chang Shao, Yijun Yang, Yuhui Shi |
| 2022 | Quantum-enhanced selection operators for evolutionary algorithms. | David Von Dollen, Sheir Yarkoni, Daniel Weimer, Florian Neukart, Thomas Bck |
| 2022 | Niching-based evolutionary diversity optimization for the traveling salesperson problem. | Anh Viet Do, Mingyu Guo, Aneta Neumann, Frank Neumann |
| 2022 | Benchmarking and analyzing iterative optimization heuristics with IOH profiler. | Carola Doerr, Hao Wang, Diederick Vermetten, Thomas Bck, Jacob de Nobel, Furong Ye |