| 2021 | Pareto-Based Bi-indicator Infill Sampling Criterion for Expensive Multiobjective Optimization. | Zhenshou Song, Handing Wang, Hongbin Xu |
| 2021 | Generalized Test Suite for Continuous Dynamic Multi-objective Optimization. | Chang Shao, Qi Zhao, Yuhui Shi, Jing Jiang |
| 2021 | An Improved Two-Archive Evolutionary Algorithm for Constrained Multi-objective Optimization. | Xinyu Shan, Ke Li |
| 2021 | Improving the Efficiency of R2HCA-EMOA. | Ke Shang, Hisao Ishibuchi, Longcan Chen, Weiyu Chen, Lie Meng Pang |
| 2021 | To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes. | Lennart Schpermeier, Christian Grimme, Pascal Kerschke |
| 2021 | Lexicographic Constrained Multicriteria Ordered Clustering. | Jean Rosenfeld, Dimitri Van Assche, Yves De Smet |
| 2021 | Niching Diversity Estimation for Multi-modal Multi-objective Optimization. | Yiming Peng, Hisao Ishibuchi |
| 2021 | Using a Genetic Algorithm-Based Hyper-Heuristic to Tune MOEA/D for a Set of Benchmark Test Problems. | Lie Meng Pang, Hisao Ishibuchi, Ke Shang |
| 2021 | Local Search is a Remarkably Strong Baseline for Neural Architecture Search. | Tom Den Ottelander, Arkadiy Dushatskiy, Marco Virgolin, Peter A. N. Bosman |
| 2021 | Interpretable Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization. | Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb |
| 2021 | A Special Point and Transfer Component Analysis Based Dynamic Multi-objective Optimization Algorithm. | Ruochen Liu, Nanxi Li, Luyao Peng, Kai Wu |
| 2021 | Multi-objective Emergency Resource Dispatch Based on Coevolutionary Multiswarm Particle Swarm Optimization. | Si-Chen Liu, Chunhua Chen, Zhi-Hui Zhan, Jun Zhang |
| 2021 | An Online Machine Learning-Based Prediction Strategy for Dynamic Evolutionary Multi-objective Optimization. | Min Liu, Diankun Chen, Qiongbing Zhang, Lei Jiang |
| 2021 | MOEA/D with Gradient-Enhanced Kriging for Expensive Multiobjective Optimization. | Fei Liu, Qingfu Zhang, Zhonghua Han |
| 2021 | Approximating Pareto Fronts in Evolutionary Multiobjective Optimization with Large Population Size. | Hui Li, Yuxiang Shui, Jianyong Sun, Qingfu Zhang |
| 2021 | Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization. | Jianqing Lin, Cheng He, Ran Cheng |
| 2021 | Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization. | Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan |
| 2021 | Surrogate-Assisted Multi-objective Particle Swarm Optimization for Building Energy Saving Design. | Xiao-ke Liang, Yong Zhang, Dun-Wei Gong |
| 2021 | Multitask Feature Selection for Objective Reduction. | Genghui Li, Qingfu Zhang |
| 2021 | Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems. | Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb |
| 2021 | On Analysis of Irregular Pareto Front Shapes. | Shouyong Jiang, Jinglei Guo, Bashar Alhnaity, Qingyang Zhang |
| 2021 | Using Neighborhood-Based Density Measures for Multimodal Multi-objective Optimization. | Mahrokh Javadi, Sanaz Mostaghim |
| 2021 | Prediction of Blast Furnace Temperature Based on Evolutionary Optimization. | Tenghui Hu, Xianpeng Wang, Yao Wang, Zhiming Dong, Xinyu Zhuang |
| 2021 | Multi-objective Neural Architecture Search with Almost No Training. | Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu |
| 2021 | Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. | Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao |