| 2022 | Using graph neural networks as surrogate models in genetic programming. | Martin Pilt, Gabriela Suchoprov |
| 2022 | Evolving modular soft robots without explicit inter-module communication using local self-attention. | Federico Pigozzi, Yujin Tang, Eric Medvet, David Ha |
| 2022 | Multi-objective quality diversity optimization. | Thomas Pierrot, Guillaume Richard, Karim Beguir, Antoine Cully |
| 2022 | Diversity policy gradient for sample efficient quality-diversity optimization. | Thomas Pierrot, Valentin Mac, Flix Chalumeau, Arthur Flajolet, Geoffrey Cideron, Karim Beguir, Antoine Cully, Olivier Sigaud, Nicolas Perrin-Gilbert |
| 2022 | Evolutionary computation and machine learning in security. | Stjepan Picek, Domagoj Jakobovic |
| 2022 | Dynamic computational resource allocation for CFD simulations based on pareto front optimization. | Gasper Petelin, Margarita Antoniou, Gregor Papa |
| 2022 | Multi-objective path planning for environmental monitoring using an autonomous surface vehicle. | Federico Peralta, Michael Pearce, Matthias Poloczek, Daniel Gutirrez-Reina, Sergio Toral, Jrgen Branke |
| 2022 | PRE-NAS: predictor-assisted evolutionary neural architecture search. | Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang |
| 2022 | Public transport timetable and charge optimization using multiple electric buses types. | David Pea, Bernab Dorronsoro, Andrei Tchernykh, Patricia Ruiz |
| 2022 | Optimizing LLVM pass sequences with shackleton: a linear genetic programming framework. | Hannah Peeler, Shuyue Stella Li, Andrew N. Sloss, Kenneth N. Reid, Yuan Yuan, Wolfgang Banzhaf |
| 2022 | Minimal neural network models for permutation invariant agents. | Joachim Winther Pedersen, Sebastian Risi |
| 2022 | The Bayesian learning classifier system: implementation, replicability, comparison with XCSF. | David Ptzel, Jrg Hhner |
| 2022 | Rethinking of controller placement problem from static optimization to multi-objective dynamic optimization. | Sanjai Pathak, Ashish Mani, Mayank Sharma, Amlan Chatterjee |
| 2022 | Evolving programmable computational metamaterials. | Atoosa Parsa, Dong Wang, Corey S. O'Hern, Mark D. Shattuck, Rebecca Kramer-Bottiglio, Josh C. Bongard |
| 2022 | Towards optimizing neural networks' connectivity and architecture simultaneously with feature selection. | Evgenia Papavasileiou, Jan Cornelis, Bart Jansen |
| 2022 | Functional code building genetic programming. | Edward R. Pantridge, Thomas Helmuth, Lee Spector |
| 2022 | An improved Pareto front modeling algorithm for large-scale many-objective optimization. | Annibale Panichella |
| 2022 | PIACERE project: description and prototype for optimizing infrastructure as code deployment configurations. | Eneko Osaba, Josu Daz-de-Arcaya, Leire Orue-Echevarria, Juncal Alonso, Jesus L. Lobo, Gorka Benguria, Iaki Etxaniz |
| 2022 | A comparative study of GP-based and state-of-the-art classifiers on a synthetic machine learning benchmark. | Patryk Orzechowski, Pawel Renc, William G. La Cava, Jason H. Moore, Arkadiusz Sitek, Jaroslaw Was, Joost B. Wagenaar |
| 2022 | Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning. | Miguel Len Ortiz, Tijana Markovic, Sasikumar Punnekkat |
| 2022 | Ant colony optimization for feature selection via a filter-randomized search heuristic. | Alberto Ortega, Juan Jos Escobar, Miguel Damas, Andrs Ortiz, Jess Gonzlez |
| 2022 | Facility location problem and permutation flow shop scheduling problem: a linked optimisation problem. | Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu |
| 2022 | Algorithmic QUBO formulations for | Jonas Nlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld |
| 2022 | Plasticity and evolvability under environmental variability: the joint role of fitness-based selection and niche-limited competition. | Eleni Nisioti, Clment Moulin-Frier |
| 2022 | Zeroth-order covariance matrix adaptation evolution strategy for single objective bound constrained numerical optimization competition. | Yue Ning, Daohong Jian, Hua Wu, Jun Zhou |