| 2022 | A Genetic Ant Colony Optimization Algorithm for Inter-domain Path Computation problem under the Domain Uniqueness constraint. | Do Tuan Anh, Nguyen Hoang Long, Tran Van Diep, Huynh Thi Thanh Binh |
| 2022 | Evolving Counterfactual Explanations with Particle Swarm Optimization and Differential Evolution. | Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei |
| 2022 | A Comparative Study on Decision Making Mechanisms in a Simulated Swarm of Robots. | Ahmed Almansoori, Muhanad Alkilabi, Elio Tuci |
| 2022 | A Discrete Differential Evolution Algorithm for a Military Fleet Modernization Problem. | Ismail M. Ali, Hasan Hseyin Turan, Sondoss Elsawah |
| 2022 | Exploration of Ontological Representations for Evolutionary Computation. | Hugo Alcaraz-Herrera, John Cartlidge |
| 2022 | Quantum Mating Operator: A New Approach to Evolve Chromosomes in Genetic Algorithms. | Giovanni Acampora, Roberto Schiattarella, Autilia Vitiello |
| 2022 | Training Variational Quantum Circuits through Genetic Algorithms. | Giovanni Acampora, Angela Chiatto, Autilia Vitiello |
| 2022 | Towards Run-time Efficient Hierarchical Reinforcement Learning. | Sasha Abramowitz, Geoff Nitschke |
| 2022 | An Enhanced Multi-Phase Stochastic Differential Evolution Framework for Numerical Optimization. | Heba Abdel-Nabi, Mostafa Z. Ali, Mohammad I. Daoud, Rami Alazrai, Arafat Awajan, Robert G. Reynolds, Ponnuthurai N. Suganthan |
| 2021 | A Hybrid Dimension Reduction Based Linear Discriminant Analysis for Classification of High-Dimensional Data. | Ezgi Zorarpaci |
| 2021 | A Competition-Cooperation Evolutionary Algorithm with Bidirectional Multi-population Local Search and Local Hypervolume-based Strategy for Multi-objective Optimization. | Zhou Zhou, Zuling Wang, Tingting Pang, Jing Wei, Ze Chen |
| 2021 | A Survey of Advances in Evolutionary Neural Architecture Search. | Xun Zhou, A. K. Qin, Yanan Sun, Kay Chen Tan |
| 2021 | Continuous Encoding for Community Detection in Attribute Networks with Preserving Node Information. | Wei Zheng, Xin Liu, Jianyong Sun |
| 2021 | Optimizing Parameters of Self-Organizing Model for Swarm Robots via Evolutionary Algorithms. | Zhicheng Zheng, Yanan Li, Xiaokang Lei, Xingguang Peng |
| 2021 | An Improved Weighted Optimization-based Framework for Large-scale MOPs. | Junhao Zheng, Lingjie Li, Qiuzhen Lin, Zhong Ming |
| 2021 | Path Planning based on Multi-objective Topological Map. | Jiaqi Zhao, Zhijie Jia, Yong Zhou, Ruihao Zhang, Zeming Xie, Zikang Xu, Yuxin Li, Di Zhang |
| 2021 | An Efficient and Flexible Automatic Search Algorithm for Convolution Network Architectures. | Liang Zhao, Wei Fang |
| 2021 | A Population Prescreening Strategy for Kriging-Assisted Evolutionary Computation. | Dawei Zhan, Huanlai Xing |
| 2021 | Learning to Mutate for Differential Evolution. | Haotian Zhang, Jianyong Sun, Zongben Xu |
| 2021 | Cooperative Chaotic Evolution. | Jun Yu, Zitong Wang, Yan Pei |
| 2021 | Achieving Multi-Objective Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based Approach. | Yongbo Yu, Hui Ma, Gang Chen |
| 2021 | A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks. | Yingfang Yuan, Wenjun Wang, Wei Pang |
| 2021 | Efficient Global Multi-Objective Aerodynamic Optimization Using Combined Multi-Point Infilling Strategy and Surrogate Models. | Yiming Yao, Xudong Yang |
| 2021 | Helper Objective Assisted Evolutionary Algorithm for Multi-modal Optimization. | Xu Yang, Rui Wang, Wenhua Li |
| 2021 | Attention-oriented Brain Storm Optimization for Multimodal Optimization Problems. | Jian Yang, Yuhui Shi |