| 2026 | Hot of the Press: Theoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem. | Duc-Cuong Dang, Aneta Neumann, Frank Neumann, Andre Opris, Dirk Sudholt |
| 2026 | NEAT-DNFs: A NeuroEvolutionary Framework for Evolving Dynamic Neural Field Architectures. | Joo G. Cunha, Wolfram Erlhagen, Raymond H. Cuijpers, Estela Bicho |
| 2026 | Instance Space Analysis of Rescue Operations on Urban Forests with Mixture Discriminant Analysis. | Andr Lus Crtes, Israel Mendona, Vanessa de A. Guimares, Claudio Miceli de Miceli, Pedro Henrique Gonzlez Silva |
| 2026 | Deconvolution of Electron-Ionization Mass Spectra of Mixtures Without Chromatography. | Raffaele Correale, Evelyne Lutton, Giorgio Mongardi, Giovanni Squillero, Raffaella Todino, Alberto Tonda |
| 2026 | Active Initialization in Population-Based Optimizers. | Julio Corona, Mrio Antunes, Rui L. Aguiar |
| 2026 | Construct, Merge, Solve & Adapt with Reinforcement Learning for the min-max Multiple Traveling Salesman Problem. | Guillem Rodrguez Corominas, Maria J. Blesa, Christian Blum |
| 2026 | Can LLM's Pick Up Where GP Left off? Investigating LLM Mathematical Expression Simplification Capabilities. | Mark Connor |
| 2026 | When Fitness Is Cheap: Pareto-Based Evolutionary Optimisation for Lightweight Neural Architectures. | Jingyue Cong, Kai Wei, Yameng Peng, Yanan Sun, Andy Song |
| 2026 | Constraint-Handling Techniques used with Evolutionary Algorithms. | Carlos Artemio Coello Coello |
| 2026 | Local Search Hyper-heuristics For Neural Architecture Search. | Johannes de Clercq, Nelishia Pillay |
| 2026 | Tensor-Accelerated Eager Multi-Resolution Grids for Evolving Large-Scale Substrates. | Romain Claret, Michael O'Neill, Paul Cotofrei, Kilian Stoffel |
| 2026 | MO-CEM-RL : Multi-Objective Cross Entropy Method Reinforcement Learning. | Fars Chouaki, Aurlie Beynier, Nicolas Maudet, Paolo Viappiani |
| 2026 | EvoHIIT: Preference-Based Selection in LLM-Assisted Evolutionary Design of Natural Language Solutions. | Johana Chen, Niki van Stein, Robert Cabri, Thomas Bck, Anna V. Kononova |
| 2026 | MODE: Manifold Operator Decoding Embeddings for Neural Neighborhood Search for Vehicle Routing Problems. | Xiangling Chen, Yi Mei, Mengjie Zhang |
| 2026 | CMA-ES Decoding Optimization for MedGemma: A Flat Landscape on Chest X-Ray Reports. | Michael Chen-Wang, Miguel Abreu-Cardenas, Sal Caldern Ramrez |
| 2026 | Emergence Of Internal State-Modulated Swarming In Multi-Agent Patch Foraging System. | Siddharth Chaturvedi, Ahmed El-Gazzar, Marcel van Gerven |
| 2026 | Learning Differential Evolution Mutation Strategies via Performance-Driven Large Language Models. | Javier Augusto Galvis Chacon, Diego Oliva, Luis Angel Beltran, Omar Alvarez, Daniel Zambrano, Itzel Aranguren, Arturo Valdivia, Eva Tuba |
| 2026 | Recent Advances in Meta-features Used for Representing Black-box Single-objective Continuous Optimization. | Gjorgjina Cenikj, Ana Nikolikj, Tome Eftimov |
| 2026 | Evaluating Real-World Generalizability of Algorithm Selection Models. | Gjorgjina Cenikj, Jakub Kudela, Eva Tuba, Tome Eftimov |
| 2026 | Hot off the Press: An Evolutionary Approach for the Computation of ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization. | Carlos Ignacio Hernndez Castellanos, Angel E. Rodriguez-Fernandez, Lennart Schpermeier, Oliver Cuate, Heike Trautmann, Oliver Schuetze |
| 2026 | IDEM Enough? Evolving Highly Nonlinear Idempotent Boolean Functions. | Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek |
| 2026 | NegaBent, No Regrets: Evolving Spectrally Flat Boolean Functions. | Claude Carlet, Marko Durasevic, Ermes Franch, Domagoj Jakobovic, Luca Mariot, Stjepan Picek |
| 2026 | Evolutionary Multi-Objective Calibration of MC-Dropout Predictive Uncertainty Quantification for Diabetic Retinopathy. | Miguel Guillermo Abreu Crdenas, Sal Caldern Ramrez, Sebastian Rojas-Gonzalez |
| 2026 | Structural Causality and Evolutionary Optimization in Retail for Maximizing ROI in Promotional Campaigns. | Felipe Crcamo, Callejas Sebastin, Adolfo Muoz, Pablo Schwarzenberg, Jess Poza |
| 2026 | Optimizing Pairs Trading with Advanced Computational Intelligence and Machine Learning Techniques. | Luis Canas, Nuno Horta |