| 2025 | A Preference-Guided Multi-Objective Recommendation Algorithm with an Adaptive Tchebycheff Environmental Selection. | Xiaoge Li, Xiaotong Liu, Chaoli Sun |
| 2025 | Hierarchical Reinforcement Learning-Based Decision Generation for Beyond Visual Range Air Combat. | Peng Li, Chen Lang, Xiaoshuo Jia, Jingyu Ru, Hongli Xu |
| 2025 | GPU-accelerated Evolutionary Many-objective Optimization Using Tensorized NSGA-III. | Hao Li, Zhenyu Liang, Ran Cheng |
| 2025 | LW-MSTCNN: An Optimization Study on Integrating Multiscale Attention Mechanism with Deep Separable Convolutional Networks. | Yunjie Li, Pengfei Liu, Haitao Zhao, Haifeng Tang, Minxian Shen, Lingyao Wang |
| 2025 | Surrogate-Assisted Evolutionary Neural Architecture Search with Architecture Knowledge Transfer. | Peng Liao, Xilu Wang, Yaochu Jin, Chaoli Sun, Wenli Du |
| 2025 | A Two-Stage Approach Combining Feature Selection and Construction for Hyperspectral Crop Classification. | Jing Liang, Zexuan Yang, Ying Bi |
| 2025 | Cooperative Coevolutionary Probability-Based Binary Particle Swarm Optimization for High-Dimensional Feature Selection. | An-Da Li, Bing Xue, Mengjie Zhang, Xiongmin Lin, Guodong Wang |
| 2025 | Adaptive L1 Regularization for Neural Network-Based Symbolic Regression. | Xavier Leresche, Alban Goupil, Valeriu Vrabie, Loc Kolodziejczak |
| 2025 | Robust Optimization Over Time by Integrating Reinforcement Learning and Particle Swarm Optimization. | Ching-Chi Lee, Yi-Ruei Chen, Chuan-Kang Ting |
| 2025 | Discrete Evolutionary Algorithms for Optimizing Sphere. | Timo Ktzing, Aishwarya Radhakrishnan |
| 2025 | Multitask Knapsack Problems with Scalable Objective and Constraint Similarities: Behavioral Analysis of Evolutionary Multi-Factorial Algorithms. | Shio Kawakami, Keiki Takadama, Hiroyuki Sato |
| 2025 | A Memetic Algorithm based on Variational Autoencoder for Black-Box Discrete Optimization with Epistasis among Parameters. | Aoi Kato, Kenta Kojima, Masahiro Nomura, Isao Ono |
| 2025 | Quantile normalization of optimization functions. | Yunpeng Jing, HaiLin Liu |
| 2025 | Task Representation in Optimization: Utilizing Image Modalities for Effective Comparison. | Zijian Jiang, Qiqi Liu, Yaochu Jin, Jiaqiang Li |
| 2025 | A Two-Layer Task Allocation Algorithm for Search and Rescue under Communication Constraints. | Yutong Jiang, Hui Lu, Ping Zhou, Xuehao Deng |
| 2025 | Homogeneous Architecture Augmentation and Confidence Prediction for Evolutionary Neural Architecture Search. | Pengcheng Jiang, Yu Xue, Ferrante Neri |
| 2025 | Multi-objective optimization of flight schedules considering Constraint Tolerance based on Local Search and Archives. | Tomoki Ishizuka, Hiroyuki Sato, Keiki Takadama |
| 2025 | Controlling an Exploration in Unbounded Search Space by Novelty-Based Multi-Objectivization. | Ryuki Ishizawa, Hiroyuki Sato, Keiki Takadama |
| 2025 | Optimal Distribution of Solutions for Crowding Distance on Linear Pareto Fronts of Two-Objective Optimization Problems. | Hisao Ishibuchi, Lie Meng Pang |
| 2025 | Research on bearing fault diagnosis based on secondary decomposition and stochastic configuration network. | Jialong Hu, Chuanzhi Zang |
| 2025 | An Enhanced Multi-Objective Evolutionary Algorithm for Adaptive-Formation Multi-UAV Task Allocation with Load-Dependent Constraints. | Tuo Hu, Xiaoying Yang, Fuhua Jia, Hang Xu, Kai Yang, Tianxiang Cui |
| 2025 | Neural architecture search-based BP neural network for underwater glider motion parameter generation. | Hao Hu, Tao Wang, Yanan Li, Zhao Zhang, Xingguang Peng |
| 2025 | Comparing the Performance of Domain Transform-based Differential Evolution with Recent CEC Competition Winners on the CEC2025 Numerical Optimization. | Xin Rou Hu, Jun-Ting Luo, Sheng Xin Zhang |
| 2025 | Genetic Programming Hyper-Heuristic for the Dynamic Electric Dial-a-Ride Problem. | William Huang, Yi Mei, Gnther R. Raidl, Fangfang Zhang, Laurenz Tomandl, Steffen Limmer, Mengjie Zhang, Tobias Rodemann |
| 2025 | Memory-Enhanced Evolutionary Algorithm for Fast Multi- and Many-Objective Optimization. | Yicun Hua, Yang Jiang, Yuan Cao, Yan Xiao |