| 2023 | Multi-objective Learning Using HV Maximization. | Timo M. Deist, Monika Grewal, Frank J. W. M. Dankers, Tanja Alderliesten, Peter A. N. Bosman |
| 2023 | Learning to Predict Pareto-Optimal Solutions from Pseudo-weights. | Kalyanmoy Deb, Aryan Gondkar, Anirudh Suresh |
| 2023 | Data-Driven Evolutionary Multi-objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts. | Renzhi Chen, Ke Li |
| 2023 | A Multi-objective Evolutionary Framework for Identifying Dengue Stage-Specific Differentially Co-expressed and Functionally Enriched Gene Modules. | Paramita Biswas, Anirban Mukhopadhyay |
| 2023 | Investigating Innovized Progress Operators with Different Machine Learning Methods. | Drishti Bhasin, Sajag Swami, Sarthak Sharma, Saumya Sah, Dhish Kumar Saxena, Kalyanmoy Deb |
| 2023 | Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm Versus Column Generation Method. | Divyam Aggarwal, Dhish Kumar Saxena, Thomas Bck, Michael Emmerich |
| 2023 | A Systematic Way of Structuring Real-World Multiobjective Optimization Problems. | Bekir Afsar, Johanna M. Silvennoinen, Kaisa Miettinen |
| 2021 | The (M-1)+1 Framework of Relaxed Pareto Dominance for Evolutionary Many-Objective Optimization. | Shuwei Zhu, Lihong Xu, Erik D. Goodman, Kalyanmoy Deb, Zhichao Lu |
| 2021 | Multiobjective Optimization with Fuzzy Classification-Assisted Environmental Selection. | Jinyuan Zhang, Hisao Ishibuchi |
| 2021 | A Comparison Study of Evolutionary Algorithms on Large-Scale Sparse Multi-objective Optimization Problems. | Yajie Zhang, Ye Tian, Xingyi Zhang |
| 2021 | It Is Hard to Distinguish Between Dominance Resistant Solutions and Extremely Convex Pareto Optimal Solutions. | Qite Yang, Zhenkun Wang, Hisao Ishibuchi |
| 2021 | Discounted Sampling Policy Gradient for Robot Multi-objective Visual Control. | Meng Xu, Qingfu Zhang, Jianping Wang |
| 2021 | Multi-objective Reinforcement Learning Based Multi-microgrid System Optimisation Problem. | Jiangjiao Xu, Ke Li, Mohammad Abusara |
| 2021 | An Investigation of Decomposition-Based Metaheuristics for Resource-Constrained Multi-objective Feature Selection in Software Product Lines. | Yi Xiang, Xue Peng, Xiaoyun Xia, Xianbing Meng, Sizhe Li, Han Huang |
| 2021 | Pareto Optimization for Influence Maximization in Social Networks. | Kai Wu, Jing Liu, Chao Wang, Kaixin Yuan |
| 2021 | SAMO-COBRA: A Fast Surrogate Assisted Constrained Multi-objective Optimization Algorithm. | Roy de Winter, Bas van Stein, Thomas Bck |
| 2021 | Many-Objective Pathfinding Based on Frchet Similarity Metric. | Jens Weise, Sanaz Mostaghim |
| 2021 | Investigating Normalization Bounds for Hypervolume-Based Infill Criterion for Expensive Multiobjective Optimization. | Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2021 | On the Parameter Setting of the Penalty-Based Boundary Intersection Method in MOEA/D. | Zhenkun Wang, Jingda Deng, Qingfu Zhang, Qite Yang |
| 2021 | On Statistical Analysis of MOEAs with Multiple Performance Indicators. | Hao Wang, Carlos Ignacio Hernndez Castellanos, Tome Eftimov |
| 2021 | Using Multi-objective Grammar-Based Genetic Programming to Integrate Multiple Social Theories in Agent-Based Modeling. | Tuong Manh Vu, Eli Davies, Charlotte Buckley, Alan Brennan, Robin C. Purshouse |
| 2021 | Exploring Constraint Handling Techniques in Real-World Problems on MOEA/D with Limited Budget of Evaluations. | Felipe Vaz, Yuri Cossich Lavinas, Claus Aranha, Marcelo Ladeira |
| 2021 | The Influence of Swarm Topologies in Many-Objective Optimization Problems. | Diana Cristina Valencia-Rodrguez, Carlos A. Coello Coello |
| 2021 | Pareto Front Estimation Using Unit Hyperplane. | Tomoaki Takagi, Keiki Takadama, Hiroyuki Sato |
| 2021 | Towards Multi-objective Co-evolutionary Problem Solving. | Anirudh Suresh, Kalyanmoy Deb, Vishnu Naresh Boddeti |