| 2026 | Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches. | Jeroen Rook, Manuel Lpez-Ibez |
| 2026 | GNN-PopHGS: Learned Population Diversity for Hybrid Genetic Search in the Capacitated Vehicle Routing Problem. | Maria Rooeintan, Joud Elghobashi, Sumaia Al-Fahad, Ayad Turky, Zainab Mohammed, Yara Zaben |
| 2026 | LsmGrid: A Data-Aware Neuroevolution Framework for Designing Minimal Liquid State Machines. | Andrs Ignacio Romo, Andrs Otero, Jos Manuel Lanza-Gutirrez |
| 2026 | MixDiBB: Distributed Black-Box Optimization for Mixed-Parameter Search Spaces. | Luca Rolshoven, Matthias Strmer, Giuseppe Cuccu |
| 2026 | Evolutionary Polynomial Models for Financial Forecasting. | Daniel Rojo-Mata, ngel Fernando Kuri Morales, Jorge Alberto Calvillo-Rodrguez, Katya Rodrguez-Vzquez |
| 2026 | Bi-objective Stochastic Simulation Optimization on Integer Lattices via Scalarization. | Sebastian Rojas-Gonzalez, Ivo Couckuyt, Joshua D. Knowles |
| 2026 | Does Dimensionality Reduction via Random Projections preserve Landscape Features? | Ivn Olarte Rodrguez, Anja Jankovic, Thomas Bck, Elena Raponi |
| 2026 | Explainability-Aware Evaluation of Deep Models for Facial Emotion Recognition. | Tobias Rocha, Joo Bezerra, Maria de Figueiredo, Ana Ataya, Myriam Delgado, Csar Tacla, Rita Julia, Marcella S. R. Martins |
| 2026 | Structural Meta-Case Regularization for Lexicase Selection. | Ben Ritter, Lee Spector |
| 2026 | Evolutionary‑Driven Bayesian Optimization for Automated Molecular Docking with AutoDock Vina. | Alejandro Lopez Rincon, Brigitta Varga, David Rojas-Velazquez, Alberto Tonda |
| 2026 | Evolutionary Algorithms for Generating Graphs Matching Desired Laplacian Spectra. | Hendrik Richter, Frank Neumann |
| 2026 | Hot off the Press: A Theoretical Perspective on Why Stochastic Population Update Needs an Archive in Evolutionary Multi-objective Optimization. | Shengjie Ren, Zimin Liang, Miqing Li, Chao Qian |
| 2026 | An Efficient Hybrid Racing Method for Portfolio Configuration. | Anthony Rasulo, Manuel Lpez-Ibez, Julia Handl, Mario Andrs Muoz, Kate Smith-Miles |
| 2026 | Late Acceptance Hill Climbing for the Discovery of Stable Two-Dimensional Transition-Metal Dichalcogenides. | Brooke Ramey, Dominic Mashak, Steven Alexander |
| 2026 | To Balance Competitive Games Using a Multi-objective Coevolutionary Approach. | Shashank Raj, Auden Garrard, Ryan McKendrick, Bradley Feest, Kalyanmoy Deb |
| 2026 | Accelerating LLM-Based Algorithm Evolution for the 3D Container Loading Problem. | Guorui Quan, Mingfei Sun, Manuel Lpez-Ibez, Nicols lvarez-Gil, Silvino Fernndez Alzueta |
| 2026 | A Learning-Based Cooperative Coevolution Framework for Heterogeneous Large-Scale Global Optimization. | Wenjie Qiu, Zixin Wang, Hongyu Fang, Zeyuan Ma, Yue-Jiao Gong |
| 2026 | Advancing CMA-ES with Learning-Based Cooperative Coevolution for Scalable Optimization. | Wenjie Qiu, Hao Guo, Zeyuan Ma, Yue-Jiao Gong |
| 2026 | Evolving LLM-Derived Control Policies for Residential EV Charging and Vehicle-to-Grid Energy Optimization. | Vishesh Purnananda, Benjamin John Wruck, Mingyu Guo |
| 2026 | The hop-like problem nature - unveiling and modelling new features of real-world problems. | Michal Witold Przewozniczek, Bartosz Frej, Marcin Komarnicki |
| 2026 | Obtaining Partition Crossover masks using Statistical Linkage Learning for solving noised optimization problems with hidden variable dependency structure. | Michal Przewozniczek, Bartosz Frej, Marcin Komarnicki, Michal Prusik, Renato Tins |
| 2026 | Limited Perfect Monotonical Surrogates Constructed Using Low-Cost Recursive Linkage Discovery with Guaranteed Output. | Michal Witold Przewozniczek, Francisco Chicano, Marcin Komarnicki, Renato Tins |
| 2026 | Exploring Multi-objective Approaches for Rule Generation in Rule-based Machine Learning. | David von Proeck, Jonathan Wurth, Jrg Hhner, Michael Heider |
| 2026 | Constrained Optimization using an Evolutionary - Augmented Lagrangian approach. | Lampros Printzios, Konstantinos I. Chatzilygeroudis |
| 2026 | Evolving Janya Ragas: Towards generating novel and creative melodic frameworks in Carnatic music. | Dharshni Prakash, Iswarya Kannoth Veetil, Ritwik Murali |