| 2022 | Deep surrogate assisted MAP-elites for automated hearthstone deckbuilding. | Yulun Zhang, Matthew C. Fontaine, Amy K. Hoover, Stefanos Nikolaidis |
| 2022 | A surrogate-assisted multi-objective evolutionary algorithm for shelter locating and evacuation planning. | Shi-Cheng Zha, Wei-Neng Chen, Wen-Jin Qiu, Xiao-Min Hu |
| 2022 | Large scale image classification using GPU-based genetic programming. | Peng Zeng, Andrew Lensen, Yanan Sun |
| 2022 | Fairness in generative modeling: do it unsupervised! | Mariia Zameshina, Olivier Teytaud, Fabien Teytaud, Vlad Hosu, Nathanal Carraz Rakotonirina, Laurent Najman, Markus Wagner |
| 2022 | Improving LSHADE by means of a pre-screening mechanism. | Mateusz Zaborski, Jacek Mandziuk |
| 2022 | The effect of epigenetic blocking on dynamic multi-objective optimisation problems. | Sizhe Yuen, Thomas H. G. Ezard, Adam J. Sobey |
| 2022 | A constraint cone decomposition evolutionary algorithm with dual populations. | Weiqin Ying, Yanqi Lan, Yu Wu, Xuanda Pan, Banban Huang, Jianyi Peng |
| 2022 | Automated configuration of genetic algorithms by tuning for anytime performance: hot-off-the-press track at GECCCO 2022. | Furong Ye, Carola Doerr, Hao Wang, Thomas Bck |
| 2022 | Evolutionary continuous dynamic optimization. | Danial Yazdani, Xin Yao |
| 2022 | Social learning particle swarm optimization with two-surrogate collaboration for offline data-driven multiobjective optimization. | Qi-Te Yang, Zhi-Hui Zhan, Yun Li, Jun Zhang |
| 2022 | A novel dynamic analysis on multi-scale quantum harmonic oscillator algorithm using double-well function. | Guosong Yang, Peng Wang, Xinyu Yin |
| 2022 | An analysis on effectiveness of estimated convergence points for enhancement of multi-objective optimization algorithms. | Yuhei Yamaya, Yan Pei |
| 2022 | Textonmap optimization for spine segmentation using adaptive differential evolution. | Sohei Yamakawa, Keiko Ono, Erina Makihara, Daisuke Tawara, Shoma Yakushijin, Naoya Ikushima |
| 2022 | On the fitness landscapes of interdependency models in the travelling thief problem. | Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Myriam R. B. S. Delgado, Ricardo Lders, Peter Nielsen, Markus Wagner |
| 2022 | Dynamics-aware novelty search with behavior repulsion. | Kang Xu, Yan Ma, Wei Li |
| 2022 | Evolutionary computation for feature selection and feature construction. | Bing Xue, Mengjie Zhang |
| 2022 | Policy network for solving flexible job shop scheduling problem with setup times and rescoure constraints. | Ning Xu, Tian-Ming Bu |
| 2022 | Genetic programming with diverse partner selection for dynamic flexible job shop scheduling. | Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang |
| 2022 | An optimization strategy for the complex large-scale stockpile blending problem. | Yue Xie, Aneta Neumann, Frank Neumann |
| 2022 | Comparing different metaheuristics for model selection in a supervised learning classifier system. | Jonathan Wurth, Michael Heider, Helena Stegherr, Roman Sraj, Jrg Hhner |
| 2022 | MOPINNs: an evolutionary multi-objective approach to physics-informed neural networks. | Taco de Wolff, Hugo Carrillo Lincopi, Luis Mart, Nayat Snchez-Pi |
| 2022 | Denoising autoencoder genetic programming for real-world symbolic regression. | David Wittenberg, Franz Rothlauf |
| 2022 | Extending the push and pull search framework with boundary search for constrained multi-objective optimization. | Erling Wislff, Marius Aarsnes, Kazi Shah Nawaz Ripon, Pauline C. Haddow |
| 2022 | Multi-point acquisition function for constraint parallel efficient multi-objective optimization. | Roy de Winter, Bas van Stein, Thomas Bck |
| 2022 | A hyper-heuristic approach for artificial teeth scheduling. | Felix Winter, Nysret Musliu |