| 2024 | Emergent Behavior in Evolutionary Swarms for Machine Olfaction. | Kordel K. France, Anirban Paul, Ivneet Banga, Shalini Prasad |
| 2024 | Enhancing Prediction, Explainability, Inference and Robustness of Decision Trees via Symbolic Regression-Discovered Splits. | Kei Sen Fong, Mehul Motani |
| 2024 | MetaSR: A Meta-Learning Approach to Fitness Formulation for Frequency-Aware Symbolic Regression. | Kei Sen Fong, Mehul Motani |
| 2024 | Evolutionary Reinforcement Learning. | Manon Flageat, Bryan Lim, Antoine Cully |
| 2024 | Enhancing MAP-Elites with Multiple Parallel Evolution Strategies. | Manon Flageat, Bryan Lim, Antoine Cully |
| 2024 | Evolution of Material Properties and Gripping Strategy in Soft Robotic Jamming Devices. | Seth G. Fitzgerald, Sarah Baldwin, Gary W. Delaney, David Howard, Frdric Maire |
| 2024 | A Runtime Analysis of Bias-invariant Neuroevolution and Dynamic Fitness Evaluation. | Paul Fischer, John Alasdair Warwicker, Carsten Witt |
| 2024 | Advancing Project Management: Integrating Material Delivery in Multi-Contractor Multi-Mode RCPSP. | Anastasiia Filatova, Ivan Perov, Egor Timoschak, Stanislav Batalenkov, Mikhail V. Kovalchuk, Denis A. Nasonov |
| 2024 | Reinforcing Inter-Class Dependencies in the Asymmetric Island Model. | Andrew Festa, Gaurav Dixit, Kagan Tumer |
| 2024 | Neuron-centric Hebbian Learning. | Andrea Ferigo, Elia Cunegatti, Giovanni Iacca |
| 2024 | Generalizing Diversity with the Signature Transform. | Arno Feiden, Biagio Paparella, Jochen Garcke |
| 2024 | Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification. | Fbio Augusto Faria, Luiz Henrique Buris, Lus Augusto Martins Pereira, Fabio Augusto Menocci Cappabianco |
| 2024 | Enhanced QUBO Formulations for The Flow Shop Scheduling Problem. | Yousra Farhani, Malak Saiem, Taha Arbaoui, Faicel Hnaien |
| 2024 | Energy-Aware Dynamic Resource Allocation and Container Migration in Cloud Servers: A Co-evolution GPHH Approach. | Mathew Falloon, Hui Ma, Aaron Chen |
| 2024 | A Self-adaptive Coevolutionary Algorithm. | Mario Alejandro Hevia Fajardo, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly, Per Kristian Lehre |
| 2024 | Generalization of the Heavy-Tailed Mutation in the (1+(λ, λ)) Genetic Algorithm. | Anton V. Eremeev, Valentin Topchii |
| 2024 | Robot Evolution: from Virtual to Real. | goston E. Eiben |
| 2024 | Statistical Analyses for Single-objective Stochastic Optimization Algorithms. | Tome Eftimov, Peter Korosec |
| 2024 | A new Hybrid Parameter Independent Particle Swarm Optimization Algorithm. | Piotr Dziwiski |
| 2024 | 2-Step Evolutionary Algorithm for the generation of dungeons with lock door missions using horizontal symmetry. | Felipe Dumont, Mara Cristina Riff |
| 2024 | A Multi-Objective Genetic Algorithm for Location in Interaction Testing. | Ryan Edward Dougherty, Dylan Nathan Green, Hyunmook Kang, Grace Miro Kim, Stephanie Forrest |
| 2024 | ACO-Pruning for Deep Neural Networks: A Case Study in CNNs. | Renato Sellaro Dorighello, Myriam Regattieri Delgado, Ricardo Lders, Daniel Fernando Pigatto |
| 2024 | The Chance Constrained Travelling Thief Problem: Problem Formulations and Algorithms. | Thilina Pathirage Don, Aneta Neumann, Frank Neumann |
| 2024 | A Self-adaptive Rotationally Invariant Particle Swarm Optimization for Global Optimization. | Ting Dong, Haoxin Wang, Wenbo Ding, Libao Shi |
| 2024 | Benchmarking and Analyzing Iterative Optimization Heuristics with IOHprofiler. | Carola Doerr, Diederick Vermetten, Jacob de Nobel, Thomas Bck |