| 2022 | Genetic programming for understanding cognitive biases that generate polarization in social networks. | Chathika Gunaratne, Robert M. Patton |
| 2022 | Solving multi-structured problems by introducing linkage kernels into GOMEA. | Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A. N. Bosman |
| 2022 | Opposite learning and multi-migrating strategy-based self-organizing migrating algorithm with the convergence monitoring mechanism. | Yongfeng Gu, Hao Ding, Hua Wu, Jun Zhou |
| 2022 | Heuristic strategies for solving the combinatorial optimization problem in real-world credit risk assessment. | Yongfeng Gu, Hao Ding, Kecai Gu, Runsheng Gan, Xiaoguang Huang, Yanming Fang, Zhigang Hua, Hua Wu, Jifeng Xuan, Jun Zhou |
| 2022 | Relevance-guided unsupervised discovery of abilities with quality-diversity algorithms. | Luca Grillotti, Antoine Cully |
| 2022 | Surrogate-assisted neuroevolution. | Bryson Greenwood, Tyler McDonnell |
| 2022 | Empowered neural cellular automata. | Caitlin Grasso, Josh C. Bongard |
| 2022 | Do harsher environments cause selfish or altruistic behavior? | Brandon Gower-Winter, Geoff Nitschke |
| 2022 | XCSF under limited supervision. | Markus Grlich-Bucher, Jrg Hhner |
| 2022 | Applying ring cellular encode-decode UMDA to risk-based energy scheduling. | Ansel Y. Rodrguez-Gonzlez, Ramn Aranda, Miguel ngel lvarez-Carmona, Yoan Martnez-Lpez, Julio Madera Quintana |
| 2022 | Boosting the convergence of a GA-based wrapper for feature selection problems on high-dimensional data. | Juan Carlos Gmez-Lpez, Juan Jos Escobar, Antonio Francisco Daz, Miguel Damas, Francisco Gil Montoya, Jess Gonzlez |
| 2022 | GUI-based, efficient genetic programming for Unity3D. | Robert Gold, Andrew Haydn Grant, Erik Hemberg, Chathika Gunaratne, Una-May O'Reilly |
| 2022 | Techniques to enhance a QUBO solver for permutation-based combinatorial optimization. | Siong Thye Goh, Jianyuan Bo, Sabrish Gopalakrishnan, Hoong Chuin Lau |
| 2022 | Defending active directory by combining neural network based dynamic program and evolutionary diversity optimisation. | Diksha Goel, Max Hector Ward-Graham, Aneta Neumann, Frank Neumann, Hung Nguyen, Mingyu Guo |
| 2022 | Learning rate adaptation by line search in evolution strategies with recombination. | Armand Gissler, Anne Auger, Nikolaus Hansen |
| 2022 | Guiding surrogate-assisted multi-objective optimisation with decision maker preferences. | Finley J. Gibson, Richard M. Everson, Jonathan E. Fieldsend |
| 2022 | Benchmarking of two implementations of CMA-ES with diagonal decoding on the bbob test suite. | Mohamed Gharafi |
| 2022 | Why functional program synthesis matters (in the realm of genetic programming). | Fraser Garrow, Michael A. Lones, Robert J. Stewart |
| 2022 | Exact and sequential penalty weights in quadratic unconstrained binary optimisation with a digital annealer. | Marcos Dez Garca, Mayowa Ayodele, Alberto Moraglio |
| 2022 | Neuroevolution based multi-objective algorithm for gene selection and microarray classification. | Daniel Garca-Nez, Katya Rodrguez-Vzquez, Carlos Hernndez |
| 2022 | CGP-NAS: real-based solutions encoding for multi-objective evolutionary neural architecture search. | Cosijopii Garcia-Garcia, Hugo Jair Escalante, Alicia Morales-Reyes |
| 2022 | A multi-objective evolutionary algorithm with new reproduction and decomposition mechanisms for the multi-point dynamic aggregation problem. | Guanqiang Gao, Bin Xin, Yi Mei, Shengyu Lu, Shuxin Ding |
| 2022 | Multi-depot periodic vehicle routing with variable visit patterns. | Vincius Gandra, Carlo S. Sartori, Hatice alik, Pieter Smet |
| 2022 | GECCO 2022#: embedding knowledge into optimization process. | Amir H. Gandomi |
| 2022 | Highlights of semantics in multi-objective genetic programming. | Edgar Galvn, Leonardo Trujillo, Fergal Stapleton |