| 2026 | A high-performance ACS2 based on vectorization and GPU. | Olgierd Unold |
| 2026 | Evolutionary Algorithms for Lightweight Post-Training of Language Models. | Maria Ulyanova, Fedor Buzaev, Andrei Ermakov |
| 2026 | S3-LRA-xNES: Step-size and Shape Separated Learning Rate Adaptation for Exponential Natural Evolution Strategy. | Kosuke Ujihara, Masahiro Nomura, Isao Ono |
| 2026 | Adaptive Stochastic Natural Gradient Method for Safe Optimization on Binary Space. | Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shinichi Shirakawa |
| 2026 | TripSnek: A Memetic Algorithm for Expert-Guided Multi-Week European Travel Itinerary Optimization. | Daniel Richard Tuohy |
| 2026 | Deep Reinforcement Learning Based Environmental and Mating Selection for Evolutionary Multi-objective Optimization. | Cheng-Je Tsai, Tsung-Che Chiang |
| 2026 | Quantum-Behaved PSO-DE for Ubiquitous Connectivity in Space-Terrestrial Cell-Free Massive MIMO Systems. | Anh-Thu Ngo Tran, Trinh Van Chien |
| 2026 | Improving Evaluation of Recombination-based Cartesian Genetic Programming. | Duy Long Tran, Anja Jankovic, Marie Anastacio, Holger H. Hoos, Roman Kalkreuth |
| 2026 | Cooperative Coevolution versus Monolithic Evolutionary Search for Semi-Supervised Tabular Classification. | Jamal Toutouh |
| 2026 | MORLPSO: A Particle Swarm Algorithm for Multi-Objective Reinforcement Learning. | Teresa Becerril Torres, Carlos Ignacio Hernndez Castellanos, Roberto Santana Hermida |
| 2026 | XSS Feature Online Evolution: An Intrusion Detection Method Based on Multi-Model Database and IGA. | Xin Tong, Bo Wu |
| 2026 | Automatically Designing Novel Evolutionary Architectures. | Braden N. Tisdale, Daniel R. Tauritz, Aaron Scott Pope |
| 2026 | An Approach to Estimating Variable Importance in Genetic Algorithms with Different Mutation Rates. | Renato Tins, Francisco Chicano, Michal Przewozniczek |
| 2026 | Quality Diversity as a Decision Support Tool for Digital Asset Portfolio Management. | Marios Thoma, Giorgos Demosthenous, Vassilis Vassiliades |
| 2026 | Model-Based Evolutionary Algorithms. | Dirk Thierens, Peter A. N. Bosman |
| 2026 | A Hybrid CVRP Framework with RL-Based Neural Guidance. | Nguyen Van Phu Thai, Bui Trong Duc, Tuan Anh Do, Huynh Thi Thanh Binh |
| 2026 | Evolutionary Algorithm For Reservoir Learning And Yielding. | Julien Testu, Pierrick Legrand, Xavier Hinaut |
| 2026 | On Scalability of Multi-Objective Evolutionary Algorithms on Combinatorial Optimisation Problems. | Menghao Tang, Zimin Liang, Miqing Li |
| 2026 | A Heterogeneous Ant Colony Framework with Semantic Manifold Learning for Dynamic Ore-Flow Blending. | Hao Tang, Changhe Li, Guoyu Chen, Shoufei Han, Michalis Mavrovouniotis, Miqing Li |
| 2026 | Hot off the Press: Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings. | Rong-Xi Tan, Ming Chen, Ke Xue, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian |
| 2026 | Designing Landscape-Aware Benchmarks with Explicit Local Optima for Single- and Multi-Objective Optimization. | Shuhei Tanaka, Shoichiro Tanaka, Kippei Mizuta, Toshiharu Hatanaka |
| 2026 | Simultaneous Approximation of Constraint-Specific Pareto Fronts by Constraint-Decomposed Push and Pull Search. | Ryo Takamiya, Minami Miyakawa, Keiki Takadama, Hiroyuki Sato |
| 2026 | Evolutionary Discovery of Reinforcement Learning Algorithms via Large Language Models. | Alkis Sygkounas, Amy Loutfi, Andreas Persson |
| 2026 | COvolve: Adversarial Co-Evolution of Large-Language-Model-Generated Policies and Environments via Two-Player Zero-Sum Game. | Alkis Sygkounas, Rishi Hazra, Andreas Persson, Pedro Zuidberg Dos Martires, Amy Loutfi |
| 2026 | Breaking Validity-Induced Boundaries to Expand Algorithm Search Space: A Two-Stage AST-Based Operator for LLM-Driven Automated Heuristic Evolution. | Shengming Sun, Jialong Shi |