| 2021 | A Hybrid Multiobjective Solution for the Short-term Hydro-power Dispatch Problem: a Swarm Evolutionary Approach. | Carolina Gil Marcelino, Lucas B. de Oliveira, Elizabeth F. Wanner, Carla A. D. M. Delgado, Silvia Jimnez-Fernndez, Sancho Salcedo-Sanz |
| 2021 | Large Scale Distributed Optimization using Apache Spark: Distributed Scalable Shade-Bat (DistSSB). | Fahad Maqbool, Muhammad Saad Razzaq, Asif Yar, Hajira Jabeen |
| 2021 | Deep Learning Model with GA-based Visual Feature Selection and Context Integration. | Ranju Mandal, Basim Azam, Brijesh K. Verma, Mengjie Zhang |
| 2021 | Fuzzy Filtering in Large-Scale Prediction of Intrinsically Disordered Regions of Proteins on Apache Spark. | Bozena Malysiak-Mrozek, Lukasz Bozek, Dariusz Mrozek |
| 2021 | Using MajorClust Algorithm for Sandbox-based ATM Security. | Michal Maliszewski, Urszula Boryczka |
| 2021 | A Dynamic Penalty Function within MOEA/D for Constrained Multi-objective Optimization Problems. | Hugo Monzn Maldonado, Sal Zapotecas Martnez |
| 2021 | Embedded Representations of Wikipedia Categories. | Jan Majkutewicz, Julian Szymanski, Andrzej Sobecki, Higinio Mora, David Gil |
| 2021 | The Predator's Purpose: Intention Perception in Simulated Agent Environments. | Amani R. Maina-Kilaas, Cynthia Hom, Kevin Ginta, George D. Montaez |
| 2021 | Decision Space Scalability Analysis of Multi-Objective Particle Swarm Optimization Algorithms. | Amirali Madani, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht |
| 2021 | Look-Ahead Genetic Programming for Uncertain Capacitated Arc Routing Problem. | Jordan MacLachlan, Yi Mei |
| 2021 | An Evolutionary Approach for Solving Multi-Objective WCSPs Using Mini-Bucket Elimination Heuristics. | Vlad-Ioan Lupoaie, Ivona-Alexandra Chili, Madalina Raschip, Mihaela Elena Breaban |
| 2021 | A Reduced Mixed Representation Based Multi-Objective Evolutionary Algorithm for Large-Scale Overlapping Community Detection. | Yongkang Luo, Kening Zhang, Haipeng Yang, Feng Liu, Shuai Luo, Lei Zhang, Xiaoyan Sun |
| 2021 | An Entropy Driven Multiobjective Particle Swarm Optimization Algorithm for Feature Selection. | Juanjuan Luo, Dongqing Zhou, Lingling Jiang, Huadong Ma |
| 2021 | Ant Colony System Based Drone Scheduling For Ship Emission Monitoring. | Xiaosong Luo, Zhao-Hui Sun, Siqi Qiu |
| 2021 | A Survey of Nearest-Better Clustering in Swarm and Evolutionary Computation. | Wenjian Luo, Xin Lin, Jiajia Zhang, Mike Preuss |
| 2021 | A Sample-Efficiency Comparison Between Evolutionary Algorithms and Deep Reinforcement Learning for Path Planning in an Environmental Patrolling Mission. | Samuel Yanes Luis, Federico Peralta Samaniego, Daniel Gutirrez-Reina, Sergio L. Toral Marn |
| 2021 | A Biased Random-key Genetic Algorithm with a Local Search Component for the Optimal Bucket Order Problem. | Luiz Henrique Nogueira Lorena, Luiz Antonio Nogueira Lorena, Antonio Augusto Chaves |
| 2021 | A Data-Driven Multi-Objective Evolutionary Algorithm Based on Combinatorial Parallel Infilling Criterion. | Chunna Li, Lianbo Yang, Chunlin Gong |
| 2021 | Improved Population Prediction Strategy for Dynamic Multi-Objective Optimization Algorithms Using Transfer Learning. | Zhening Liu, Handing Wang |
| 2021 | Optimal Train Speed Optimization under Several Safety Points by the PSO Algorithm. | Jun Liu, Tianyun Shi, Xiaoning Ma, Rui Xue, Min Liu |
| 2021 | Approximating Pareto Optimal Set by An Incremental Learning Model. | Tingrui Liu, Shenmin Song, Xin Li, Liguo Tan |
| 2021 | Three-Dimensional Robot Motion Design by Combining Interactive and Non-Interactive Evolutionary Computation for an Intelligent Transformable Phone Robot: BaBi. | Jiansheng Liu, Satoshi Ono, Bilan Zhu |
| 2021 | Prediction Guided Meta-Learning for Multi-Objective Reinforcement Learning. | Fei-Yu Liu, Chao Qian |
| 2021 | Hyper-Parameter Optimization for Deep Learning by Surrogate-based Model with Weighted Distance Exploration. | Zhenhua Li, Christine A. Shoemaker |
| 2021 | Large-scale Multiobjective Optimization via Problem Decomposition and Reformulation. | Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan |