| 2025 | Feasible Regions Identification based on Historical Solutions for Constrained Optimization Problems. | Mengli Shan, Changhe Li, Mai Peng, Xiaobo Liu, Michalis Mavrovouniotis, Shengxiang Yang |
| 2025 | On the Quality of Large Non-dominated Archives. | Ke Shang, Tianye Shu, Yang Nan, Lie Meng Pang, Hisao Ishibuchi |
| 2025 | A Novel Hybrid System for ASD Diagnosis: Integrating EEG Image Analysis, Deep Learning, and Swarm Intelligence. | Jordana Leandro Seixas, Flvio Secco Fonseca, Mara Arajo de Santana, Cecilia Cordeiro da Silva, Clarisse Lins de Lima, Arianne Sarmento Torcate, Giselle Machado Magalhaes Moreno, Juliana Carneiro Gomes, Wellington Pinheiro dos Santos |
| 2025 | Action-based Representation for Stochastic Optimization of Complex Real-World RVRP. | David Sedlak, Michal Bidlo, Milos Cervenka |
| 2025 | A Hybrid Reinforcement Learning BRKGA with Local Branching for a Sensor Allocation Problem. | Rafael Schneider, Cludio Andr Da Silva Alves, Israel Mendona, Pedro Henrique Gonzlez Silva |
| 2025 | Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites. | Gabriel Machado Santos, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento |
| 2025 | Addressing Limitations and Inaccuracy of Diversity Metrics in Evolutionary Algorithms with an Accurate Dimension-Wise Diversity. | Erick Rodrguez-Esparza, Bernardo Morales-Castaeda, Itzel Aranguren, Arturo Valdivia, Mario A. Navarro, Diego Oliva |
| 2025 | Benchmarking Streaming Evolutionary Ensemble Learning under Shifting Imbalanced Data. | Ziyu Qiu, Malcolm I. Heywood |
| 2025 | Preference-Based Multi-Objective Genetic Programming for Energy-Efficient Dynamic Flexible Job Shop Scheduling. | Zhuoyin Qiao, Fangfang Zhang, Yi Mei, Mengjie Zhang |
| 2025 | Multi-Task Optimisation-Based Yaw Control For Wind Farm Power Generation. | NagaSree Keerthi Pujari, A. K. Qin, Kishalay Mitra |
| 2025 | An Improved Pareto Front for the Non-Linear Multi-Objective Fixed Cost Transportation Problem. | Cristian Pop, Petrica C. Pop, Adrian Petrovan |
| 2025 | Extreme Learning Machine with Learnable Activation Functions for Machine Control. | Victor Parque, Alaa Khalifa |
| 2025 | Improved Jaya Algorithm for Solving No-Wait Distributed Scheduling Problems. | Yuxia Pan, Guang Xie |
| 2025 | Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks. | Shuaiqun Pan, Diederick Vermetten, Manuel Lpez-Ibez, Thomas Bck, Hao Wang |
| 2025 | Data-Driven Calibration for Wearable Brain Functional Imaging Devices. | Beiyin Pang, Yunyi Zhao, Shufan Yang |
| 2025 | Large Language Model-Based Benchmarking Experiment Settings for Evolutionary Multi-Objective Optimization. | Lie Meng Pang, Hisao Ishibuchi |
| 2025 | Dynamic Graph Neural Evolution: An Evolutionary Framework Integrating Graph Neural Networks with Adaptive Filtering. | Kaichen Ouyang, Shengwei Fu, Yi Chen, Huiling Chen |
| 2025 | Solving Drone Routing Problems with Quantum Computing: A Hybrid Approach Combining Quantum Annealing and Gate-Based Paradigms. | Eneko Osaba, Pablo Miranda-Rodriguez, Andreas Oikonomakis, Matic Petric, Alejandra Ruiz, Sebastian Bock, Michail-Alexandros Kourtis |
| 2025 | Tracing the Interactions of Modular CMA-ES Configurations Across Problem Landscapes. | Ana Nikolikj, Mario Andrs Muoz, Eva Tuba, Tome Eftimov |
| 2025 | Evolutionary Computation Applied to the Control of a Robotic Manipulator with Obstacle Avoidance. | Lzaro Pereira Vinaud Neto, Nicolas Carreiro Rodrigues, Bernardo Rodrigues Tameiro Santos, Eduardo do Valle Simes |
| 2025 | Multi-start Optimization Method via Scalarization based on Target Point-based Tchebycheff Distance for Multi-objective Optimization. | Kota Nagakane, Masahiro Nomura, Isao Ono |
| 2025 | Evolutionary Adjustment of Probabilistic Models based on Cellular Automata applied to Fire Propagation. | Lucas V. Murilo, Luiz G. A. Martins |
| 2025 | Temporal Image Sequence Fusion with PSO-Optimised CNN Transfer Learning for Plant Temporal State Categorisation. | Seyed Jalaleddin Mousavirad, Irida Shallari, Mattias O'Nils |
| 2025 | Optimizing Neural Network Loss Function with Surrogate-assisted Differential Evolution. | Eduard Morozov, Sergei Gorbunov, Vladimir Stanovov |
| 2025 | Outperforming the Best with Minimal Effort: Algorithm Selection for Constrained Multi-objective Optimization. | Mustafa Misir, Aldy Gunawan |