| 2025 | Solving Multimodal Multi-objective Optimization Problems in Limited Time. | Fei Ming, Bing Xue, Wenyin Gong, Mengjie Zhang |
| 2025 | Real-World Cardboard Production Optimization Using Multi-Objective Evolutionary Algorithms. | Iori Minakawa, Shio Kawakami, Hiroyuki Miyashita, Tsutomu Iida, Hiroyuki Sato |
| 2025 | Evolutionary Graph Fusion Architecture Search. | Aohan Mei, Nan Li, Tian Zhang, Lianbo Ma |
| 2025 | Variable Range-based Interaction Preference Multi-objective Optimization Algorithm through Objective Decomposition. | Junwei Ma, Jianxia Li, Ruochen Liu, Jianyong Zhai, Li Gao |
| 2025 | Optimizing Blood Plasma Distribution in Blood Banks through Evolutionary Computation. | Mokgadi G. Makgopo, Olumuyiwa Otegbeye, Absalom E. Ezugwu, Diego Oliva |
| 2025 | Adaptive surrogate-assisted evolutionary multi-objective community detection algorithm with core node learning. | Siying Lv, Shuwei Zhu, Wei Fang |
| 2025 | Bi-Velocity Coevolutionary Multiswarm Particle Swarm Optimization for Many-Objective Gateway Placement Optimization. | Zhou-Zhi Lu, Qi-Te Yang, Ke-Jing Du, Jian-Yu Li, Chun-Hua Chen, Qingrui Zhou, Zhi-Hui Zhan |
| 2025 | A Simple and Comprehensive Method Based on Measure Comparison for Global Convergence Analysis in Evolutionary Computation. | Liu-Yue Luo, Zhi-Hui Zhan |
| 2025 | A Convolutional Sparse Representations Integration Strategy Based on Self-Attention Genetic Programming for Multimodal Image Fusion. | Yi Luo, Chang Liu, Dong Ji |
| 2025 | PGFormer: Prompt guide network for underwater image enhancement. | Xin Luan, Huijie Fan, Qiang Wang, Yu Guan, Yandong Tang |
| 2025 | From Manual to Automated Prompt Engineering: Evolving LLM Prompts with Genetic Algorithms. | Leandro A. Loss, Pratikkumar Dhuvad |
| 2025 | AutoKT: Accelerating Knowledge Tracing Model Adaptation with Evolutionary Transfer Optimization. | Longhui Li, Xiaobo Zhang, Hezhen Lu, Jie Zhang, Chenyang Bu |
| 2025 | A Dynamic Multi-Method Evolutionary Algorithm for Multi-Objective Optimization with Learning Strategy. | Cong Li, Le Yan, Haoyu Zhang, Weiguo Sheng, Haibo Gao, Chang-Duo Liang |
| 2025 | DE-KAN: A Differential Evolution-Based Optimization Framework for Enhancing Kolmogorov-Arnold Networks in Complex Nonlinear Modeling. | Danlin Li, Bo Yan, Quan Long, Bin Wang |
| 2025 | Generative Model-Driven Large-Scale Dynamic Multi-Objective Evolutionary Optimization. | Chenyang Li, Gary G. Yen, Zhenan He |
| 2025 | Meta-MOGA: Meta-learning Multi-Objective Genetic Algorithm. | Tianyu Li, Kai Wu, Xiaobin Li, Xiangyi Teng, Jing Liu |
| 2025 | Matrix-Driven Adaptive Dual-Space Evolutionary Algorithm for Many-Task Optimization. | Yaxue Liu, Jingchuan Zhang, Xianpeng Wang |
| 2025 | A Nested Genetic Algorithm for Modeling Self-Organizing Rules in Collective Behaviors. | Tong Liu, Yapei Wu, Tao Wang, Xingguang Peng |
| 2025 | Deep Learning-Assisted Numerical Simulation of Laser Cladding for Cold-Rolled Rolls. | Zhanqi Liu, Chang Liu |
| 2025 | Heuristic Initialisation based on Graph Structures for Shortest Path Search on Multi-objective Multigraphs. | Songwei Liu, Lilla Beke, Jun Chen |
| 2025 | Design of Mutation Operators in Fireworks Algorithm Assisted by Large Language Models. | Yifan Liu, Ying Tan |
| 2025 | Curriculum Learning in Genetic Programming Guided Local Search for Large-scale Vehicle Routing Problems. | Saining Liu, Yi Mei, Mengjie Zhang |
| 2025 | Using the Local Auxiliary Population to Balance the Convergence and Constraints in Constrained Multimodal Multi-objective Optimization. | Zhipan Li, Huigui Rong |
| 2025 | An Enhanced Search Direction-Based Knowledge Transfer for Multiobjective Many-Tasking Evolutionary Optimization. | Wu Lin, Songbai Liu, Qingling Zhu, Qiuzhen Lin |
| 2025 | Semantic-aware Surrogate-assisted Genetic Programming for Feature Construction in Classification. | Jiayi Li, Jianbin Ma |