| 2021 | 3D-2D Registration Using X-Ray Simulation and CMA-ES. Tianci Wen, Radu Paul Mihail, Franck P. Vidal |
| 2021 | A Multi-objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems. Michael H. Prince, Kristian DeHaan, Daniel R. Tauritz |
| 2021 | A Multi-objective Multi-type Facility Location Problem for the Delivery of Personalised Medicine. Andreea Avramescu, Richard Allmendinger, Manuel López-Ibáñez |
| 2021 | A NEAT Visualisation of Neuroevolution Trajectories. Stefano Sarti, Gabriela Ochoa |
| 2021 | A Novel Evolutionary Approach for IoT-Based Water Contaminant Detection. Claudio De Stefano, Luigi Ferrigno, Francesco Fontanella, Luca Gerevini, Mario Molinara |
| 2021 | A Profile-Based 'GrEvolutionary' Hearthstone Agent. Alejandro Romero García, Antonio Mora García |
| 2021 | Adaptive Covariance Pattern Search. Ferrante Neri |
| 2021 | An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution. Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell |
| 2021 | Applications of Evolutionary Computation - 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings Pedro A. Castillo, Juan Luis Jiménez Laredo |
| 2021 | Automated, Explainable Rule Extraction from MAP-Elites Archives. Neil Urquhart, Silke Höhl, Emma Hart |
| 2021 | Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites. Jonas Kuckling, Vincent van Pelt, Mauro Birattari |
| 2021 | Bayesian Networks for Mood Prediction Using Unobtrusive Ecological Momentary Assessments. Margarita Rebolledo, A. E. Eiben, Thomas Bartz-Beielstein |
| 2021 | Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-Based Soft Robots. Andrea Ferigo, Giovanni Iacca, Eric Medvet |
| 2021 | Co-optimising Robot Morphology and Controller in a Simulated Open-Ended Environment. Emma Hjellbrekke Stensby, Kai Olav Ellefsen, Kyrre Glette |
| 2021 | Combining Multi-objective Evolutionary Algorithms with Deep Generative Models Towards Focused Molecular Design. Tiago Sousa, João Correia, Vitor Pereira, Miguel Rocha |
| 2021 | Continuous Ant-Based Neural Topology Search. AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander G. Ororbia II, Travis Desell |
| 2021 | Deep Optimisation: Multi-scale Evolution by Inducing and Searching in Deep Representations. Jamie Caldwell, Joshua D. Knowles, Christoph Thies, Filip Kubacki, Richard A. Watson |
| 2021 | Demonstrating the Evolution of GANs Through t-SNE. Victor Costa, Nuno Lourenço, João Correia, Penousal Machado |
| 2021 | Desirable Objective Ranges in Preference-Based Evolutionary Multiobjective Optimization. Sandra González-Gallardo, Rubén Saborido, Ana Belen Ruiz, Mariano Luque |
| 2021 | EA-Based ASV Trajectory Planner for Pollution Detection in Lentic Waters. Gonzalo Carazo-Barbero, Eva Besada-Portas, José Maria Girón-Sierra, José Antonio López Orozco |
| 2021 | EDA-Based Optimization of Blow-Off Valve Positions for Centrifugal Compressor Systems. Jacob Spindler, Rico Schulze, Kevin Schleifer, Hendrik Richter |
| 2021 | EDM-DRL: Toward Stable Reinforcement Learning Through Ensembled Directed Mutation. Michael H. Prince, Andrew J. McGehee, Daniel R. Tauritz |
| 2021 | Effective Universal Unrestricted Adversarial Attacks Using a MOE Approach. Alina Elena Baia, Gabriele Di Bari, Valentina Poggioni |
| 2021 | Estimation of Grain-Level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 Using Genetic Programming. Laura Millán, Gabriel Kronberger, José Ignacio Hidalgo, Ricardo Fernández, Oscar Garnica, Gaspar González-Doncel |
| 2021 | Evaluating Models with Dynamic Sampling Holdout. Celio H. N. Larcher Jr., Helio J. C. Barbosa |
| 2021 | Evaluating the Success-History Based Adaptive Differential Evolution in the Protein Structure Prediction Problem. Pedro Henrique Narloch, Márcio Dorn |
| 2021 | Event-Driven Multi-algorithm Optimization: Mixing Swarm and Evolutionary Strategies. Mario García Valdez, Juan Julián Merelo Guervós |
| 2021 | EvoCraft: A New Challenge for Open-Endedness. Djordje Grbic, Rasmus Berg Palm, Elias Najarro, Claire Glanois, Sebastian Risi |
| 2021 | Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses. Antonio Agresta, Marco Baioletti, Chiara Biscarini, Alfredo Milani, Valentino Santucci |
| 2021 | Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat. Md Asaduzzaman Noor, John W. Sheppard |
| 2021 | Evolutionary Planning in Latent Space. Thor V. A. N. Olesen, Dennis T. T. Nguyen, Rasmus Berg Palm, Sebastian Risi |
| 2021 | Evolving Character-Level DenseNet Architectures Using Genetic Programming. Trevor Londt, Xiaoying Gao, Peter Andreae |
| 2021 | Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm Based on Decomposition. Sho Kajihara, Hiroyuki Sato, Keiki Takadama |
| 2021 | Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification. Peng Wang, Bing Xue, Jing Liang, Mengjie Zhang |
| 2021 | Improving Distributed Neuroevolution Using Island Extinction and Repopulation. Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Mohamed Wiem Mkaouer, Travis Desell |
| 2021 | Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics Plus Integer Linear Programming. Miguel Ángel Domínguez-Ríos, Francisco Chicano, Enrique Alba |
| 2021 | Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images. Harisu Abdullahi Shehu, Abubakar Siddique, Will N. Browne, Hedwig Eisenbarth |
| 2021 | Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation. Alejandro Lopez Rincon, Daphne S. Roozendaal, Hilde M. Spierenburg, Asta L. Holm, Renee Metcalf, Paula Perez-Pardo, Aletta D. Kraneveld, Alberto Tonda |
| 2021 | Multi-objective Workforce Allocation in Construction Projects. Andrew Iskandar, Richard Allmendinger |
| 2021 | On Restricting Real-Valued Genotypes in Evolutionary Algorithms. Jørgen Nordmoen, Tønnes F. Nygaard, Eivind Samuelsen, Kyrre Glette |
| 2021 | On the Effects of Absumption for XCS with Continuous-Valued Inputs. Alexander R. M. Wagner, Anthony Stein |
| 2021 | Optimising Diversity in Classifier Ensembles of Classification Trees. Carina Ivascu, Richard M. Everson, Jonathan E. Fieldsend |
| 2021 | Playing with Dynamic Systems - Battling Swarms in Virtual Reality. Johannes Büttner, Christian Merz, Sebastian von Mammen |
| 2021 | RDE-OP: A Region-Based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-layer Neural Networks. Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Diego Oliva |
| 2021 | Real Time Optimisation of Traffic Signals to Prioritise Public Transport. Milan Wittpohl, Per-Arno Plötz, Neil Urquhart |
| 2021 | Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection. Ruba Abu Khurma, Khair Eddin Sabri, Pedro A. Castillo, Ibrahim Aljarah |
| 2021 | TensorGP - Genetic Programming Engine in TensorFlow. Francisco Baeta, João Correia, Tiago Martins, Penousal Machado |
| 2021 | Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions. Quentin Renau, Johann Dréo, Carola Doerr, Benjamin Doerr |
| 2021 | Towards Feature-Based Performance Regression Using Trajectory Data. Anja Jankovic, Tome Eftimov, Carola Doerr |
| 2021 | Transfer Learning for Automated Test Case Prioritization Using XCSF. Lukas Rosenbauer, David Pätzel, Anthony Stein, Jörg Hähner |
| 2021 | Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning. Adam Katona, Nuno Lourenço, Penousal Machado, Daniel W. Franks, James Alfred Walker |
| 2021 | WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets. Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy Pitt |