| 2021 | A Knowledge Transfer-Based Evolutionary Algorithm for Multimodal Optimization. | Wenhao Du, Zhigang Ren, An Chen, Hanqing Liu |
| 2021 | A New Encoding Mechanism Embedded Evolutionary Algorithm for UAV Route Planning. | Nan-Jiang Dong, Rui Wang, Tao Zhang |
| 2021 | Portfolio Search and Optimization for General Strategy Game-Playing. | Alexander Dockhorn, Jorge Hurtado Grueso, Dominik Jeurissen, Linjie Xu, Diego Perez Liebana |
| 2021 | Enhancing Moea/d with Escape Mechanisms. | Bilel Derbel, Geoffrey Pruvost, Byung-Woo Hong |
| 2021 | Predicting Particle Swarm Optimization Control Parameters From Fitness Landscape Characteristics. | Cody Dennis, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht |
| 2021 | Knowledge Embedding-Assisted Multi-Exemplar Learning Particle Swarm Optimization for Traffic Signal Timing Optimization. | Zhuang-Jie Deng, Liu-Yue Luo, Zhi-Hui Zhan, Jun Zhang |
| 2021 | Multi-objective Multi-label Feature Selection with an Aggregated Performance Metric and Dominance-based Initialisation. | Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang |
| 2021 | Fast Heuristics for Traveling Salesman Problems with Multiple Flying Sidekicks. | Gustavo Delazeri, Marcus Ritt |
| 2021 | A Multifactorial Evolutionary Algorithm For Minimum Energy Cost Data Aggregation Tree In Wireless Sensor Networks. | Tran Cong Dao, Tran Huy Hung, Nguyen Thi Tam, Huynh Thi Thanh Binh |
| 2021 | Weighted Ensemble of Deep Learning Models based on Comprehensive Learning Particle Swarm Optimization for Medical Image Segmentation. | Truong Dang, Tien Thanh Nguyen, Carlos Francisco Moreno-Garca, Eyad Elyan, John A. W. McCall |
| 2021 | A Multi-task Approach For Maximum Survival Ratio Problem In Large-Scale Wireless Rechargeable Sensor Networks. | Le Van Cuong, Tran Thi Huong, Huynh Thi Thanh Binh |
| 2021 | Automated Design of Unfolded Metaheuristics and the Effect of Population Size. | Jorge M. Cruz-Duarte, Ivan Amaya, Jos Carlos Ortiz-Bayliss, Nelishia Pillay |
| 2021 | Intelligent-Guided Adaptive Search For The Traveling Backpacker Problem. | Calvin Rodrigues da Costa, Mari C. V. Nascimento |
| 2021 | An Evolutionary Hyper-Heuristic Approach to the Large Scale Vehicle Routing Problem. | Joo Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang |
| 2021 | Learning Initialisation Heuristic for Large Scale Vehicle Routing Problem with Genetic Programming. | Joo Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang |
| 2021 | A Genetic Algorithm To Optimize Penstocks For Micro-Hydro Power Plants. | Alejandro Tapia Crdoba, lvaro Rodrguez del Nozal, Daniel Gutirrez-Reina, Pablo Milln Gata |
| 2021 | Temporal Specification Mining for IEC 61499 Function Blocks Using Evolutionary Algorithms and Model Checking. | Daniil Chivilikhin |
| 2021 | An Ant Colony Optimisation Inspired Crossover Operator for Permutation Type Problems. | Darren M. Chitty |
| 2021 | Behavioral Cloning in Atari Games Using a Combined Variational Autoencoder and Predictor Model. | Brian Chen, Siddhant Tandon, David J. Gorsich, Alex A. Gorodetsky, Shravan K. Veerapaneni |
| 2021 | Exponentially Decaying Explosion in Fireworks Algorithm. | Maiyue Chen, Ying Tan |
| 2021 | Enhancing Cooperative Coevolution for Large Scale Optimization by Exploiting Decomposition Solutions. | An Chen, Zhigang Ren, Yongsheng Liang, Daofu Guo |
| 2021 | Deep Neural Network Guided Evolution of L-System Trees. | Xuhao Eric Chen, Brian J. Ross |
| 2021 | Periodical Generation Update using an Unbounded External Archive for Multi-Objective Optimization. | Longcan Chen, Lie Meng Pang, Hisao Ishibuchi, Ke Shang |
| 2021 | A Memetic Algorithm for Optimizing Inter-links to Enhance the Robustness of Interdependent Networks Against Malicious Attacks. | Junyuan Chen, Jing Liu |
| 2021 | Transfer Learning Based Evolutionary Algorithm for Bi-level Optimization Problems. | Lei Chen, Hai-Lin Liu |