| 2022 | Neuroevolution-enhanced multi-objective optimization for mixed-precision quantization. | Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phielipp, Nilesh Jain, Somdeb Majumdar |
| 2022 | A new grammatical evolution method for generating deep convolutional neural networks with novel topologies. | Thiago Zafalon Miranda, Diorge Brognara Sardinha, Mrcio Porto Basgalupp, Ricardo Cerri |
| 2022 | Evolution of neural networks. | Risto Miikkulainen |
| 2022 | Chaos engineering: stress-testing algorithms to facilitate resilient strategic military planning. | Samuel Migirditch, John Asplund, William Curran |
| 2022 | Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning. | Thomas Miconi |
| 2022 | Simple genetic operators are universal approximators of probability distributions (and other advantages of expressive encodings). | Elliot Meyerson, Xin Qiu, Risto Miikkulainen |
| 2022 | Understanding the cost of fitness evaluation for subset selection: Markov chain analysis of stochastic local search. | Ole Jakob Mengshoel, Eirik Lund Flogard, Tong Yu, Jon Riege |
| 2022 | A novel evolutionary framework based on a family concept for solving multi-objective bilevel optimization problems. | Jess-Adolfo Meja-de-Dios, Alejandro Rodrguez-Molina, Efrn Mezura-Montes |
| 2022 | Co-evolutionary probabilistic structured grammatical evolution. | Jessica Mgane, Nuno Loureno, Penousal Machado |
| 2022 | On the impact of body material properties on neuroevolution for embodied agents: the case of voxel-based soft robots. | Eric Medvet, Giorgia Nadizar, Federico Pigozzi |
| 2022 | JGEA: a modular java framework for experimenting with evolutionary computation. | Eric Medvet, Giorgia Nadizar, Luca Manzoni |
| 2022 | Optimizing sample diversity with fairness constraints on imbalanced, sparse, hiring data. | Lauren R. McCarey, Thomas S. McTavish |
| 2022 | Interactive evolutionary multiobjective optimization with modular physical user interface. | Atanu Mazumdar, Stefan Otayagich, Kaisa Miettinen |
| 2022 | Hyperparameter tuning in echo state networks. | Filip Matzner |
| 2022 | Evolutionary operation setting for outcome accumulation type evolutionary rule discovery method. | Shogo Matsuno, Kaoru Shimada |
| 2022 | Genetic programming with external memory in sequence recall tasks. | Mihyar Al Masalma, Malcolm I. Heywood |
| 2022 | A comparative analysis on genome pleiotropy for evolved soft robots. | Dries Marzougui, Matthijs Biondina, Francis Wyffels |
| 2022 | Effects of imputation strategy on genetic algorithms and neural networks on a binary classification problem. | Esteban Segarra Martinez, Stephen V. Maldonado, Annie S. Wu, Ryan P. McMahan, Xinliang Liu, Blake Oakley |
| 2022 | Safety-informed mutations for evolutionary deep reinforcement learning. | Enrico Marchesini, Christopher Amato |
| 2022 | Region of interest based non-dominated sorting genetic algorithm-II: an invite and conquer approach. | Manu Manuel, Benjamin Hien, Simon Conrady, Arne Kreddig, Nguyen Anh Vu Doan, Walter Stechele |
| 2022 | Identifying the source of an epidemic using particle swarm optimization. | John MaGee, Viplove Arora, Mario Ventresca |
| 2022 | Multi-target evolutionary latent space search of a generative adversarial network for human face generation. | Benjamn Machn, Sergio Nesmachnow, Jamal Toutouh |
| 2022 | Hybridizing bio-inspired strategies with infotaxis through genetic programming. | Joo Macedo, Lino Marques, Ernesto Costa |
| 2022 | BOBEA: a bi-objective biclustering evolutionary algorithm for genome-wide association analysis. | Ons Matouk, Emna Ayari, Hend Bouziri, Wassim Ayadi |
| 2022 | ONE-NAS: an online neuroevolution based neural architecture search for time series forecasting. | Zimeng Lyu, Travis Desell |