| 2026 | Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition. | Stefano Cagnoni, Ying Bi, Yanan Sun |
| 2026 | Evolutionary Feature Construction for Tabular Transformers via Gradient-Enhanced Attention Rollout. | Han Joon Byun, Jieun Yook, Hanbin Koo, Byung Ro Moon |
| 2026 | Multi-Objective Evolution of Patch Tokens for Tabular Transformers. | Han Joon Byun, Joon Huh, Jieun Yook, Byung-Ro Moon |
| 2026 | Never-Forgetting Genetic Algorithms: A Promising Architecture for Theory and Practice. | Maxim Buzdalov |
| 2026 | QUIVER: Cost-Aware Adaptive Preference Querying in Surrogate-Assisted Evolutionary Multi-Objective Optimization. | Florian Alexandre David Burnat |
| 2026 | Social Learning Strategies for Evolved Virtual Soft Robots. | Ege de Bruin, Kyrre Glette, Kai Ellefsen, Giorgia Nadizar, Eric Medvet |
| 2026 | Genetic Improvement: Taking real-world source code and improving it using computational search methods. | Alexander Edward Ian Brownlee, Markus Wagner, John Robert Woodward |
| 2026 | Hybridized Evolution Accelerating Thermostability (HEAT): A Novel MOEA Approach to EASME Protein Engineering. | James Satterthwaite Larkin Browning, Daniel R. Tauritz, John F. Beckmann |
| 2026 | Robust Evolutionary Optimization for Demand-Balanced Railway Route Design. | George Brooks, Sean Peter Walton, Markus Roggenbach, John Armstrong, Alma Rahat |
| 2026 | More than Tables: Visualizing Anytime Performance in Single- and Multiobjective Optimization. | Dimo Brockhoff, Olaf Mersmann, Tea Tusar |
| 2026 | Metaheuristics For The Mixed No-idle Flowshop Scheduling Problem With Due Windows. | Luan Millard Correa Brasil, Jos Elias Claudio Arroyo, Tarcsio Barroso Marques |
| 2026 | Bayesian Optimization. | Juergen Branke, Ivo Couckuyt, Sebastian Rojas-Gonzalez, Elena Raponi |
| 2026 | Analysis of Search Heuristics in the Multi-Armed Bandit Setting. | Jasmin Brandt, Barbara Hammer, Timo Ktzing, Jurek Sander |
| 2026 | MO-irace: A Multi-Objective Racing Configurator. | Carlos Bracamonte-Espinoza, Nicols Rojas-Morales, Carlos Hernndez, Diana Gil-Silvestre |
| 2026 | SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. | Halima Bouzidi, Smal Niar, Hamza Ouarnoughi, El-Ghazali Talbi |
| 2026 | Energy-Constrained Electric Vehicle Fleet Routing with Charging Station Insertion Using Metaheuristic Optimization. | Khaled Bouhadef, Jos Almeida, Joo Soares, Djamel Chaouch, Ahmed Larbaoui, Hocine Azzeddine, Srgio Ramos |
| 2026 | Adaptive Ensemble Multi-Objective Differential Evolution for High-Dimensional Gene Selection. | Dhia eddine Bouazizi, Asma Amdouni, Daniel Rodriguez, Ghaith Manita |
| 2026 | CoupleEvo: Evolving Heuristics for Coupled Optimization Problems Using Large Language Models. | Thomas Bmer, Bastian Amberg, Max Disselnmeyer, Anne Meyer |
| 2026 | Interpretable Algorithm Selection via Multi-Objective Evolutionary Decision Trees. | Matheus Guedes Vilas Boas, Elizabeth F. Wanner, Gladston Juliano Prates Moreira |
| 2026 | Hybridizing Genetic Algorithms with Pareto Local Search for Multi-Objective Rule Learning. | Evgueni Blanquart, Laetitia Jourdan, Nadarajen Veerapen |
| 2026 | Obstacle-Aware Multiobjective Evolutionary Optimization for Maximal Exposure Path Planning in IoT-Enabled Heterogeneous Sensor Networks. | Nguyen Thi My Binh, Nguyen Tuan Nghia, Nguyen Quang Huy, Ho Viet Duc Luong |
| 2026 | A Hybrid GA-PSO with Collective Learning for Obstacle-Aware Sensor Node Deployment in IoT-Enabled Networks. | Nguyen Thi My Binh, Ho Viet Duc Luong, Nguyen Duc Tuan, Le Van Duan, Huynh Thi Thanh Binh |
| 2026 | LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models. | Amirmohammad Ziaei Bideh, Jonathan Gryak |
| 2026 | Hot off the Press: Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms. | Chao Bian, Yawen Zhou, Miqing Li, Chao Qian |
| 2026 | Evolving Neural Cellular Automata With Gradient Lexicase Selection. | Ivan Betancourt, Lee Spector |