| 2022 | A Machine Learning-Based Approach for Economics-Tailored Applications: The Spanish Case Study. Zakaria Abdelmoiz Dahi, Gabriel Luque, Enrique Alba |
| 2022 | A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings. Juan Luis Jiménez Laredo, Loïs Naudin, Nathalie Corson, Carlos M. Fernandes |
| 2022 | A New Genetic Algorithm for Automated Spectral Pre-processing in Nutrient Assessment. Demelza Robinson, Qi Chen, Bing Xue, Daniel Killeen, Keith C. Gordon, Mengjie Zhang |
| 2022 | ANN-EMOA: Evolving Neural Networks Efficiently. Steven Künzel, Silja Meyer-Nieberg |
| 2022 | An Enhanced Opposition-Based Evolutionary Feature Selection Approach. Ruba Abu Khurma, Ibrahim Aljarah, Pedro A. Castillo, Khair Eddin Sabri |
| 2022 | Applications of Evolutionary Computation - 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings Juan Luis Jiménez Laredo, José Ignacio Hidalgo, Kehinde O. Babaagba |
| 2022 | Augmenting Novelty Search with a Surrogate Model to Engineer Meta-diversity in Ensembles of Classifiers. Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy Pitt |
| 2022 | Automating Speedrun Routing: Overview and Vision. Matthias Groß, Dietlind Zühlke, Boris Naujoks |
| 2022 | Brain Programming and Its Resilience Using a Real-World Database of a Snowy Plover Shorebird. Roberto Pineda, Gustavo Olague, Gerardo Ibarra-Vázquez, Axel Martinez, Jonathan Vargas, Isnardo Reducindo |
| 2022 | Co-evolution of Spies and Resistance Fighters. Johanna Lange, Mario Stanke, Marc Ebner |
| 2022 | Combining the Properties of Random Forest with Grammatical Evolution to Construct Ensemble Models. Daniel Parra, Alberto Gutiérrez, José Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo |
| 2022 | Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization. Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini |
| 2022 | Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law. Massimo Fornasier, Timo Klock, Konstantin Riedl |
| 2022 | Deep Catan. Brahim Driss, Tristan Cazenave |
| 2022 | Detecting Nested Structures Through Evolutionary Multi-objective Clustering. Cristina Y. Morimoto, Aurora T. R. Pozo, Marcílio Carlos Pereira de Souto |
| 2022 | Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling. Peter C. R. Lane, Na Helian, Muhammad Haad Bodla, Minghua Zheng, Paul Moggridge |
| 2022 | EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python. Anh T. Dang, Raneem Qaddoura, Ala' M. Al-Zoubi, Hossam Faris, Pedro A. Castillo |
| 2022 | EvoMCS: Optimising Energy and Throughput of Mission Critical Services. Miguel Arieiro, Bruno Sousa |
| 2022 | Evolution of Acoustic Logic Gates in Granular Metamaterials. Atoosa Parsa, Dong Wang, Corey S. O'Hern, Mark D. Shattuck, Rebecca Kramer-Bottiglio, Josh C. Bongard |
| 2022 | Evolving Data Augmentation Strategies. Sofia Pereira, João Correia, Penousal Machado |
| 2022 | Explainable Landscape Analysis in Automated Algorithm Performance Prediction. Risto Trajanov, Stefan Dimeski, Martin Popovski, Peter Korosec, Tome Eftimov |
| 2022 | Ground-Truth Segmentation of the Spinal Cord from 3T MR Images Using Evolutionary Computation. Mohamed Mounir E. L. Mendili, Noémie Villard, Brice Tiret, Raphaël Chen, Damien Galanaud, Benoît Magnin, Stéphane Lehéricy, Pierre-François Pradat, Evelyne Lutton, Salma Mesmoudi |
| 2022 | Improving the Convergence and Diversity in Differential Evolution Through a Stock Market Criterion. Mario A. Navarro, Alfonso Ramos-Michel, Angel Gaspar, Diego Oliva, Salvador Hinojosa, Seyed Jalaleddin Mousavirad, Marco Antonio Pérez Cisneros |
| 2022 | Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS. Hiroki Shiraishi, Yohei Hayamizu, Iko Nakari, Hiroyuki Sato, Keiki Takadama |
| 2022 | Integrating Safety Guarantees into the Learning Classifier System XCS. Tim Hansmeier, Marco Platzner |
| 2022 | Multi-objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction. Hyunho Mo, Giovanni Iacca |
| 2022 | Multiobjective Electric Vehicle Charging Station Locations in a City Scale Area: Malaga Study Case. Christian Cintrano, Jamal Toutouh |
| 2022 | Negative Selection Algorithm for Alzheimer's Diagnosis: Design and Performance Evaluation. Giuseppe De Gregorio, Antonio Della Cioppa, Angelo Marcelli |
| 2022 | Neuroevolution Trajectory Networks of the Behaviour Space. Stefano Sarti, Jason Adair, Gabriela Ochoa |
| 2022 | Neuroevolution of Spiking Neural P Systems. Leonardo Lucio Custode, Hyunho Mo, Giovanni Iacca |
| 2022 | On the Difficulty of Evolving Permutation Codes. Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati |
| 2022 | Open-Ended Search for Environments and Adapted Agents Using MAP-Elites. Emma Stensby Norstein, Kai Olav Ellefsen, Kyrre Glette |
| 2022 | Optimising Communication Overhead in Federated Learning Using NSGA-II. José Ángel Morell Martínez, Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba |
| 2022 | Out of Time: On the Constrains that Evolution in Hardware Faces When Evolving Modular Robots. Rodrigo Moreno, Andrés Faiña |
| 2022 | Parameter Tuning for the (1 + (λ , λ )) Genetic Algorithm Using Landscape Analysis and Machine Learning. Maxim Pikalov, Vladimir Mironovich |
| 2022 | Public-Private Partnership: Evolutionary Algorithms as a Solution to Information Asymmetry. Simone Pellegrino, Massimo Rebuglio, Giovanni Squillero |
| 2022 | RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation. Seyed Jalaleddin Mousavirad, Mahshid Helali Moghadam, Mehrdad Saadatmand, Ripon K. Chakrabortty, Gerald Schaefer, Diego Oliva |
| 2022 | Resilient Bioinspired Algorithms: A Computer System Design Perspective. Carlos Cotta, Gustavo Olague |
| 2022 | Search Trajectories Networks of Multiobjective Evolutionary Algorithms. Yuri Cossich Lavinas, Claus Aranha, Gabriela Ochoa |
| 2022 | Search-Based Third-Party Library Migration at the Method-Level. Niranjana Deshpande, Mohamed Wiem Mkaouer, Ali Ouni, Naveen Sharma |
| 2022 | Seeking Specialization Through Novelty in Distributed Online Collective Robotics. Amine M. Boumaza |
| 2022 | Self-adaptation of Neuroevolution Algorithms Using Reinforcement Learning. Michael Kogan, Joshua Karns, Travis Desell |
| 2022 | Swarm Optimised Few-View Binary Tomography. Mohammad Majid al-Rifaie, Tim Blackwell |
| 2022 | The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization. Manuel López-Ibáñez, Francisco Chicano, Rodrigo Gil-Merino |
| 2022 | Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies. Masahiro Nomura, Isao Ono |
| 2022 | Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis. Irene Azzali, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Giacobini, Leonardo Vanneschi |
| 2022 | WebGE: An Open-Source Tool for Symbolic Regression Using Grammatical Evolution. J. Manuel Colmenar, Raúl Martín-Santamaría, José Ignacio Hidalgo |