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| 2021 | A Fast Converging Evolutionary Algorithm for Constrained Multiobjective Portfolio Optimization. Yi Chen, Hemant Kumar Singh, Aimin Zhou, Tapabrata Ray |
| 2021 | A Special Point and Transfer Component Analysis Based Dynamic Multi-objective Optimization Algorithm. Ruochen Liu, Nanxi Li, Luyao Peng, Kai Wu |
| 2021 | A Study on Realtime Task Selection Based on Credit Information Updating in Evolutionary Multitasking. Yumeng Cao, Yaqing Hou, Liang Feng, Hongwei Ge, Qiang Zhang, Xiaopeng Wei |
| 2021 | An Artificial Decision Maker for Comparing Reference Point Based Interactive Evolutionary Multiobjective Optimization Methods. Bekir Afsar, Kaisa Miettinen, Ana Belen Ruiz |
| 2021 | An Improved Epsilon Method with M2M for Solving Imbalanced CMOPs with Simultaneous Convergence-Hard and Diversity-Hard Constraints. Zhun Fan, Zhi Yang, Yajuan Tang, Wenji Li, Biao Xu, Zhaojun Wang, Fuzan Sun, Zhoubin Long, Guijie Zhu |
| 2021 | An Improved Two-Archive Evolutionary Algorithm for Constrained Multi-objective Optimization. Xinyu Shan, Ke Li |
| 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 | An Online Machine Learning-Based Prediction Strategy for Dynamic Evolutionary Multi-objective Optimization. Min Liu, Diankun Chen, Qiongbing Zhang, Lei Jiang |
| 2021 | An Overview of Pair-Potential Functions for Multi-objective Optimization. Jesús Guillermo Falcón-Cardona, Edgar Covantes Osuna, Carlos A. Coello Coello |
| 2021 | Approximating Pareto Fronts in Evolutionary Multiobjective Optimization with Large Population Size. Hui Li, Yuxiang Shui, Jianyong Sun, Qingfu Zhang |
| 2021 | Change Detection in SAR Images Based on Evolutionary Multiobjective Optimization and Superpixel Segmentation. Tianqi Gao, Wenyuan Qiao, Hao Li, Maoguo Gong, Gengchao Li, Jie Min |
| 2021 | Combining User Knowledge and Online Innovization for Faster Solution to Multi-objective Design Optimization Problems. Abhiroop Ghosh, Kalyanmoy Deb, Ronald C. Averill, Erik D. Goodman |
| 2021 | Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints. Julian Blank, Kalyanmoy Deb |
| 2021 | Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization. Jianqing Lin, Cheng He, Ran Cheng |
| 2021 | Discounted Sampling Policy Gradient for Robot Multi-objective Visual Control. Meng Xu, Qingfu Zhang, Jianping Wang |
| 2021 | Diversity-Driven Selection Operator for Combinatorial Optimization. Eduardo G. Carrano, Felipe Campelo, Ricardo H. C. Takahashi |
| 2021 | Embedding a Repair Operator in Evolutionary Single and Multi-objective Algorithms - An Exploitation-Exploration Perspective. Kalyanmoy Deb, Sukrit Mittal, Dhish Kumar Saxena, Erik D. Goodman |
| 2021 | Evolutionary Multi-Criterion Optimization - 11th International Conference, EMO 2021, Shenzhen, China, March 28-31, 2021, Proceedings Hisao Ishibuchi, Qingfu Zhang, Ran Cheng, Ke Li, Hui Li, Handing Wang, Aimin Zhou |
| 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 | Generalized Test Suite for Continuous Dynamic Multi-objective Optimization. Chang Shao, Qi Zhao, Yuhui Shi, Jing Jiang |
| 2021 | Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems. Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb |
| 2021 | Improving the Efficiency of R2HCA-EMOA. Ke Shang, Hisao Ishibuchi, Longcan Chen, Weiyu Chen, Lie Meng Pang |
| 2021 | Interpretable Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization. Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb |
| 2021 | Investigating Normalization Bounds for Hypervolume-Based Infill Criterion for Expensive Multiobjective Optimization. Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2021 | It Is Hard to Distinguish Between Dominance Resistant Solutions and Extremely Convex Pareto Optimal Solutions. Qite Yang, Zhenkun Wang, Hisao Ishibuchi |
| 2021 | Kernel Density Estimation for Reliable Biobjective Solution of Stochastic Problems. Marius Bommert, Günter Rudolph |
| 2021 | Lexicographic Constrained Multicriteria Ordered Clustering. Jean Rosenfeld, Dimitri Van Assche, Yves De Smet |
| 2021 | Local Search is a Remarkably Strong Baseline for Neural Architecture Search. Tom Den Ottelander, Arkadiy Dushatskiy, Marco Virgolin, Peter A. N. Bosman |
| 2021 | MOEA/D for Multiple Multi-objective Optimization. Jingjing Chen, Qingfu Zhang, Genghui Li |
| 2021 | MOEA/D with Gradient-Enhanced Kriging for Expensive Multiobjective Optimization. Fei Liu, Qingfu Zhang, Zhonghua Han |
| 2021 | Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization. Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan |
| 2021 | Many-Objective Pathfinding Based on Fréchet Similarity Metric. Jens Weise, Sanaz Mostaghim |
| 2021 | Multi Pelin Aspar, Pascal Kerschke, Vera Steinhoff, Heike Trautmann, Christian Grimme |
| 2021 | Multi-objective Emergency Resource Dispatch Based on Coevolutionary Multiswarm Particle Swarm Optimization. Si-Chen Liu, Chunhua Chen, Zhi-Hui Zhan, Jun Zhang |
| 2021 | Multi-objective Neural Architecture Search with Almost No Training. Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu |
| 2021 | Multi-objective Reinforcement Learning Based Multi-microgrid System Optimisation Problem. Jiangjiao Xu, Ke Li, Mohammad Abusara |
| 2021 | Multiobjective Optimization Design of Broadband Dual-Polarized Base Station Antenna. Dawei Ding, Haibo Zhang, Xianheng Ding, Xiuyin Zhang |
| 2021 | Multiobjective Optimization with Fuzzy Classification-Assisted Environmental Selection. Jinyuan Zhang, Hisao Ishibuchi |
| 2021 | Multitask Feature Selection for Objective Reduction. Genghui Li, Qingfu Zhang |
| 2021 | Niching Diversity Estimation for Multi-modal Multi-objective Optimization. Yiming Peng, Hisao Ishibuchi |
| 2021 | On Analysis of Irregular Pareto Front Shapes. Shouyong Jiang, Jinglei Guo, Bashar Alhnaity, Qingyang Zhang |
| 2021 | On Statistical Analysis of MOEAs with Multiple Performance Indicators. Hao Wang, Carlos Ignacio Hernández Castellanos, Tome Eftimov |
| 2021 | On the Interaction Between Distance Functions and Clustering Criteria in Multi-objective Clustering. Adán José García, Julia Handl |
| 2021 | On the Parameter Setting of the Penalty-Based Boundary Intersection Method in MOEA/D. Zhenkun Wang, Jingda Deng, Qingfu Zhang, Qite Yang |
| 2021 | Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao |
| 2021 | Parallel Algorithms for the Multiobjective Virtual Network Function Placement Problem. Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas |
| 2021 | Pareto Front Estimation Using Unit Hyperplane. Tomoaki Takagi, Keiki Takadama, Hiroyuki Sato |
| 2021 | Pareto Optimization for Influence Maximization in Social Networks. Kai Wu, Jing Liu, Chao Wang, Kaixin Yuan |
| 2021 | Pareto-Based Bi-indicator Infill Sampling Criterion for Expensive Multiobjective Optimization. Zhenshou Song, Handing Wang, Hongbin Xu |
| 2021 | Population Sizing of Evolutionary Large-Scale Multiobjective Optimization. Cheng He, Ran Cheng |
| 2021 | Prediction of Blast Furnace Temperature Based on Evolutionary Optimization. Tenghui Hu, Xianpeng Wang, Yao Wang, Zhiming Dong, Xinyu Zhuang |
| 2021 | SAMO-COBRA: A Fast Surrogate Assisted Constrained Multi-objective Optimization Algorithm. Roy de Winter, Bas van Stein, Thomas Bäck |
| 2021 | Solving Large-Scale Multi-Objective Optimization via Probabilistic Prediction Model. Haokai Hong, Kai Ye, Min Jiang, Kay Chen Tan |
| 2021 | Surrogate-Assisted Multi-objective Particle Swarm Optimization for Building Energy Saving Design. Xiao-ke Liang, Yong Zhang, Dun-Wei Gong |
| 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 | The Influence of Swarm Topologies in Many-Objective Optimization Problems. Diana Cristina Valencia-Rodríguez, Carlos A. Coello Coello |
| 2021 | To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes. Lennart Schäpermeier, Christian Grimme, Pascal Kerschke |
| 2021 | Towards Multi-objective Co-evolutionary Problem Solving. Anirudh Suresh, Kalyanmoy Deb, Vishnu Naresh Boddeti |
| 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 | Using Neighborhood-Based Density Measures for Multimodal Multi-objective Optimization. Mahrokh Javadi, Sanaz Mostaghim |
| 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 |