| 2024 | Exploring Knowledge Transfer in Evolutionary Many-task Optimization: A Complex Network Perspective. | Yudong Yang, Kai Wu, Xiangyi Teng, Handing Wang, He Yu, Jing Liu |
| 2024 | Tensorized Ant Colony Optimization for GPU Acceleration. | Luming Yang, Tao Jiang, Ran Cheng |
| 2024 | Integrating Diverse Evolutionary Patterns of Collective Animal Behaviours into a Unified Selfish Herd Model. | Wen-Chi Yang |
| 2024 | Reinforcement Learning-Assisted Genetic Programming Hyper Heuristic Approach to Location-Aware Dynamic Online Application Deployment in Clouds. | Longfei Felix Yan, Hui Ma, Gang Chen |
| 2024 | How to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions. | Yutaro Yamada, Kento Uchida, Shinichi Shirakawa |
| 2024 | An Updated Performance Metric for Preference-Based Evolutionary Multi-Objective Optimization Algorithms. | Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb |
| 2024 | Genetic Programming Empowered Feature Construction towards Energy Efficient BVI Wearables. | Peijie Xu, Andy Song, Ke Wang |
| 2024 | Machine Learning-Enhanced Ant Colony Optimization for Column Generation. | Hongjie Xu, Yunzhuang Shen, Yuan Sun, Xiaodong Li |
| 2024 | Evolutionary Computation for Feature Selection and Feature Construction. | Bing Xue, Mengjie Zhang |
| 2024 | Accelerate Evolution Strategy by Proximal Policy Optimization. | Tao Xu, Hongyang Chen, Jun He |
| 2024 | Differential Evolution Based on Light-Weight-Surrogate for Solving High-Dimensional Energy Management Problem. | Chixin Xiao, Maoxin He, Dechen Jiang, Yiwei Zhang, Yuxin Tang, Zhenyu Ling |
| 2024 | Tightening the Approximation Error of Adversarial Risk with Auto Loss Function Search. | Pengfei Xia, Ziqiang Li, Bin Li |
| 2024 | Guiding Genetic Programming with Graph Neural Networks. | Piotr Wyrwinski, Krzysztof Krawiec |
| 2024 | Mixed-Variable Correlation-Aware Metaheuristic for Deployment Optimization of 3-D Sensor Networks. | Tongyu Wu, Yuntian Zhang, Changhao Miao, Chen Chen, Shuxin Ding |
| 2024 | Adapted Ant Colony Optimization for Large-Scale Orienteering Problem. | Deming Wu, Qiang Yang, Changjun Zhou, Zhonglong Zheng, Jun Zhang |
| 2024 | GRAHF: A Hyper-Heuristic Framework for Evolving Heterogeneous Island Model Topologies. | Jonathan Wurth, Helena Stegherr, Michael Heider, Jrg Hhner |
| 2024 | Survival-LCS: A Rule-Based Machine Learning Approach to Survival Analysis. | Alexa A. Woodward, Harsh Bandhey, Jason H. Moore, Ryan J. Urbanowicz |
| 2024 | Nature-inspired Preference Learning Algorithms Using the Choquet Integral. | Michal Wjcik, Milosz Kadzinski |
| 2024 | Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints. | Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bck, Kalyanmoy Deb |
| 2024 | Modular Optimization Framework for Mixed Expensive and Inexpensive Real-World Problems. | Roy de Winter, Thomas Bck, Niki van Stein |
| 2024 | Selecting Image Features for Biopsy Needle Detection in Ultrasound Images Using Genetic Algorithms. | Agata M. Wijata, Bartlomiej Pycinski, Jakub Nalepa |
| 2024 | A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III). | Simon Wietheger, Benjamin Doerr |
| 2024 | Next Generation Genetic Algorithms - efficient crossover and local search and new results on crossover lattices. | L. Darrell Whitley |
| 2024 | Sign Change Detection based Fitness Evaluation for Automatic Implicit Equation Discovery. | Jiahao Wen, Junlan Dong, Jinghui Zhong |
| 2024 | EZUAS: Evolutionary Zero-shot U-shape Architecture Search for Medical Image Segmentation. | Jiahong Wei, Bing Xue, Mengjie Zhang |