| 2022 | A multitasking surrogate-assisted differential evolution method for solving bi-level optimization problems. | Igor L. S. Russo, Helio J. C. Barbosa |
| 2022 | Evolutionary Scheduling of University Activities Based on Consumption Forecasts to Minimise Electricity Costs. | Julian Ruddick, Evgenii Genov, Luis Ramirez Camargo, Thierry Coosemans, Maarten Messagie |
| 2022 | Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm. | Nicolas Roy, Charlotte Beauthier, Alexandre Mayer |
| 2022 | Evolutionary Algorithms for Planning Remote Electricity Distribution Networks Considering Isolated Microgrids and Geographical Constraints. | Manou Rosenberg, Mark Reynolds, Tim French, Lyndon While |
| 2022 | Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. | Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato |
| 2022 | Learning-based Selection process for Branch and Bound Algorithms. | Karima Rihane, Adel Dabah, Abdelhakim AitZai |
| 2022 | Terrain Analysis in StarCraft 1 and 2 as Combinatorial Optimization. | Florian Richoux |
| 2022 | AGAVaPS - Adaptive Genetic Algorithm with Varying Population Size. | Rafael Rodrigues Mendes Ribeiro, Carlos Dias Maciel |
| 2022 | Towards Improving Simulations of Flows around Spherical Particles Using Genetic Programming. | Julia Reuter, Manoj Cendrollu, Fabien Evrard, Sanaz Mostaghim, Berend G. M. van Wachem |
| 2022 | A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization. | Tapabrata Ray, Mohammad Mohiuddin Mamun, Hemant Kumar Singh |
| 2022 | Segregating Satellite Imagery Based on Soil Moisture Level Using Advanced Differential Evolutionary Multilevel Segmentation. | Meera Ramadas, Ajith Abraham |
| 2022 | Multi-Objective Bilevel Recommender System for Food Diets. | Vtor O. Pochmann, Fernando J. Von Zuben |
| 2022 | Using density of training data to improve evolutionary algorithms with approximative fitness functions. | Christina Plump, Bernhard J. Berger, Rolf Drechsler |
| 2022 | A fix-and-optimize matheuristic for the k-labelled spanning forest problem. | Tiago F. D. Pinheiro, Santiago Valds Ravelo, Luciana S. Buriol |
| 2022 | An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems. | Daniel Molina Prez, Edgar Alfredo Portilla-Flores, Efrn Mezura-Montes, Eduardo Vega-Alvarado |
| 2022 | CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective. | Wei Peng, Yue Hu, Yuqiang Xie, Luxi Xing, Yajing Sun |
| 2022 | Multi-Objective Factored Evolutionary Optimization and the Multi-Objective Knapsack Problem. | Amy Peerlinck, John Sheppard |
| 2022 | Asynchronous Evolutionary Algorithm for Finding Backdoors in Boolean Satisfiability. | Artem Pavlenko, Daniil Chivilikhin, Alexander A. Semenov |
| 2022 | A GENTLER Approach to Urban Traffic Modelling and Prediction. | Alina Patelli, John Rego Hamilton, Victoria Lush, Anik Ekrt |
| 2022 | Learning Obstacle-Avoiding Lattice Paths using Swarm Heuristics: Exploring the Bijection to Ordered Trees. | Victor Parque |
| 2022 | Towards Hexapod Gait Adaptation using Enumerative Encoding of Gaits: Gradient-Free Heuristics. | Victor Parque |
| 2022 | An Adaptive Differential Evolution with Mutation Strategy Pools for Global Optimization. | Tingting Pang, Jing Wei, Kaige Chen, Zuling Wang, Weiguo Sheng |
| 2022 | Learning the Impact of Group Structure on Optimal Herd Path Planning with Cultural Algorithms. | Thomas Palazzolo, Chencheng Zhang, Sarah Saad, Robert G. Reynolds |
| 2022 | Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification. | Cornelius Paardekooper, Nasimul Noman, Raymond Chiong, Vijay Varadharajan |
| 2022 | Global Search versus Local Search in Hyperparameter Optimization. | Yoshihiko Ozaki, Shintaro Takenaga, Masaki Onishi |