| 2026 | Addressing Multi-Class Imbalance in Blood Glucose Classification Using Multi-Objective Evolutionary Ensemble. | Wenbo Sun, J. Ignacio Hidalgo, Oscar Garnica, Esther Maqueda, J. Manuel Velasco |
| 2026 | Theory and Practice of Population Diversity in Evolutionary Computation. | Dirk Sudholt, Giovanni Squillero |
| 2026 | Genetic Programming for Evolving Tailored Spectral Vegetation Indices in the Context of Crop Pathogen Detection. | Anthony Stein, Johanna Vaske, Simon Mielke |
| 2026 | Revisiting Crossover Effectiveness in Quantum Circuit Synthesis. | Christoph Stein, Stefan Klikovits, Manuel Wimmer |
| 2026 | Genetic Programming for Automated Design of Problem-specific Scaling Factor Adaptation Strategies for Differential Evolution. | Vladimir Stanovov |
| 2026 | Multiple Objectives for UAVs Paths Optimization for a Disaster Area Reconnaissance. | Szymon Stachura, Jakub Grzeszczak, Artur Mikitiuk, Krzysztof Trojanowski |
| 2026 | Algorithmic Prompt Generation for Diverse Human-like Teaming and Communication with Large Language Models. | Siddharth Srikanth, Varun Bhatt, Boshen Zhang, Werner Hager, Michael Lewis, Katia Sycara, Aaquib Tabrez, Stefanos Nikolaidis |
| 2026 | A Lumpability-Based Reduction of Local Optima Networks. | Giuseppe Squillace, Mirco Tribastone |
| 2026 | Not All Problems Are Equal: Weighted Performance Profiles For Many-Objective Optimization. | Regina Carla Sousa, Dnis E. C. Vargas, Elizabeth F. Wanner, Joshua D. Knowles |
| 2026 | Evolving Dispatching Rules for Electric AGVs at Container Terminals Using Genetic Programming. | Filipe Pessoa Sousa, Augusto Magalhes Pinto de Mendona, Igor Machado Coelho, Cristiane Oliveira de Faria |
| 2026 | Adaptive Grid-Based Multi-Objective Evolutionary Optimization for Coordinated Truck-Drone Routing with Backhauls. | Bui Xuan Son, Nguyen Thi Ha, Nguyen Tien Dang, Bui Trong Duc, Huynh Thi Thanh Binh |
| 2026 | Towards Code-Oriented LM Embeddings for Surrogate-Assisted Neural Architecture Search. | Pranav Somu, Advay Balakrishnan, Stepan Kravtsov, Aaron McDaniel, Jason Zutty |
| 2026 | Evolutionary Rule Discovery for Financial Transaction Reconciliation: A Comparative Study. | Sara Soltaninejad, Yuan Yuan Gu, Grzegorz Kakareko, Hesam Izakian |
| 2026 | A Comparative Study of Model Selection Criteria for Symbolic Regression. | Ali Soltani, Gabriel Kronberger, Fabrcio Olivetti de Frana, Mattia Billa, Alessandro Lucantonio |
| 2026 | A Decomposition-based Micro-GA Local Search for Bi-Objective Codebook Design. | Rafael Solar-Hernndez, Luis Fernando Rosas-Ordaz, Sal Zapotecas Martnez, Leopoldo Altamirano Robles, Raquel Daz-Hernndez, Alejandro Rosales-Prez |
| 2026 | Vehicle Routing Problem with Resource-Constrained Pickup and Delivery: A Heuristic-Informed BRKGA with Pattern-Based Analysis. | Manbir Sodhi, Romesh Prasad |
| 2026 | Adaptive Genetic Algorithm (ADGA) applied to Flexible Job Shop Scheduling Problems with Worker Flexibility under Uncertainty. | Wojciech Skrzypiec, Pawel B. Myszkowski |
| 2026 | Continuous Program Search. | Matthew Siper, Muhammad Umair Nasir, Ahmed Khalifa, Lisa B. Soros, Juyan Azhang, Julian Togelius |
| 2026 | ProFiT: Program Search for Financial Trading. | Matthew Siper, Ahmed Khalifa, Lisa B. Soros, Muhammad Umair Nasir, Juyan Azhang, Julian Togelius |
| 2026 | Multi-Objective Genetic Algorithm Optimization of Offshore Wind Farm Layout, Substation Placement, and Cable Grouping. | talo Firmino da Silva, Guilherme Trajano, Lenon Schmitz, Telles B. Lazzarin, Tamiris Grossl Bade, Wilian Cominn, Alison R. Panisson |
| 2026 | BACE: LLM-based Code Generation through Bayesian Anchored Co-Evolution of Code and Test Populations. | Kaushitha Silva, Srinath Perera |
| 2026 | QDA-VC: A Benchmark for Quality-Diversity Algorithms with Variable Constraints. | Fiona Shyne, Seth Cooper |
| 2026 | Diversifying Toxicity Search in Large Language Models Through Speciation. | Onkar Shelar, Travis Desell |
| 2026 | A Unified Multi-Objective Particle Swarm Optimization Framework for Prompt and Hyperparameters Optimization in Large Language Models. | Suvita Rani Sharma, Lewis Mitchell, Birmohan Singh, Indu Bala |
| 2026 | Evolving Self-Organising Agents Without Fitness: Three Falsifiable Experiments from Constraint-Driven Selection to Developmental Encoding. | Anushka Sharma |