| 2021 | A Modified APSODEE for Large Scale Optimization. | Dongyang Li, Weian Guo, Lei Wang, Qidi Wu |
| 2021 | Geometry Assisted Energy Efficient Sweep Coverage Algorithm For Wireless Sensor Networks. | Fuyou Li, Bei Dong, Xiaojun Wu, HongShang Xu |
| 2021 | Genetic Programming with Random Binary Decomposition for Multi-Class Classification Problems. | Lushen Liao, Adam Kotaro Pindur, Hitoshi Iba |
| 2021 | A Forward Search Inspired Particle Swarm Optimization Algorithm for Feature Selection in Classification. | An-Da Li, Bing Xue, Mengjie Zhang |
| 2021 | New Evolutionary Method for Studying Physical Properties of Magneto Caloric Materials. | Anna Ouskova Leonteva, Radia Hamane, Michel Risser, Anne Jeannin-Girardon, Pierre Parrend, Pierre Collet |
| 2021 | Pattern Classification Applying Neighbourhood Component Analysis and Swarm Evolutionary Algorithms: A Coupled Methodology. | Gabriel M. C. Leite, Carolina Gil Marcelino, Elizabeth F. Wanner, Carlos Eduardo Pedreira, Silvia Jimnez-Fernndez, Sancho Salcedo-Sanz |
| 2021 | Hybrid Multiobjective Evolutionary Algorithms for Unsupervised QPSO, BBPSO and Fuzzy clustering. | Daphne Teck Ching Lai, Yuji Sato |
| 2021 | Empirical Studies on the Role of the Decision Maker in Interactive Evolutionary Multi-Objective Optimization. | Guiyu Lai, Minhui Liao, Ke Li |
| 2021 | DSO Contract Market for Demand Response Using Evolutionary Computation. | Eduardo Lacerda, Fernando Lezama, Joo P. Soares, Zita A. Vale |
| 2021 | Tournament Topology Particle Swarm Optimization. | Jason Kuo, John W. Sheppard |
| 2021 | An Immuno-Inspired Transfer Learning Paradigm. | Divya D. Kulkarni, Shivashankar B. Nair |
| 2021 | Novel Zigzag-based Benchmark Functions for Bound Constrained Single Objective Optimization. | Jakub Kudela |
| 2021 | Hullingversus Clustering - Two Complementary Applications of Non-Negative Matrix Factorization. | Mieczyslaw A. Klopotek, Slawomir T. Wierzchon |
| 2021 | Autonomous Monitoring System for Water Resources based on PSO and Gaussian Process. | Micaela Jara Ten Kathen, Isabel Jurado Flores, Daniel Gutirrez-Reina, Alejandro Tapia Crdoba |
| 2021 | Automated Development of Latent Representations for Optimization of Sequences Using Autoencoders. | Piotr Kaszuba, Maciej Komosinski, Agnieszka Mensfelt |
| 2021 | Local Neighborhood-Based Adaptation of Weights in Multi-Objective Evolutionary Algorithms Based on Decomposition. | Paulo Pinheiro Junqueira, Ivan Reinaldo Meneghini, Frederico Gadelha Guimares |
| 2021 | Multi-Objective A* Algorithm for the Multimodal Multi-Objective Path Planning Optimization. | Bo Jin |
| 2021 | Weighting on the World to Change... an Epidemic. | Rodrigo Vega Jimenez, Michael Dub, Sheridan K. Houghten, James Alexander Hughes |
| 2021 | Evolutionary Algorithms for Searching Almost-Equienergetic Graphs. | Aarn Jimnez-Aparicio, Efrn Mezura-Montes, Hctor-Gabriel Acosta-Mesa |
| 2021 | Multi-objective Tabu-based Differential Evolution for Teleportation of Smart Virtual Machines in Private Computing Clouds. | Jerzy Balicki, Piotr Dryja |
| 2021 | Differential Evolution Neural Network Optimization with Individual Dependent Mechanism. | Naoya Ikushima, Keiko Ono, Yuya Maeda, Erina Makihara, Yoshiko Hanada |
| 2021 | A Novel Sampling Method with Lvy Flight for Distribution-Based Discrete Particle Swarm Optimization. | Koya Ihara, Shohei Kato |
| 2021 | Coverage-Based Grammar-Guided Genetic Programming Generation of Test Suites. | Alfredo Ibias, Pablo Vazquez-Gomis, Miguel Benito-Parejo |
| 2021 | Effective Partial Charging Scheme For Minimizing The Energy Depletion And Charging Cost In Wireless Rechargeable Sensor Networks. | Tran Thi Huong, Le Van Cuong, Nguyen Ngoc Bao, Ngo Minh Hai, Huynh Thi Thanh Binh |
| 2021 | Evolutionary Ensemble Learning Using Multimodal Multi-objective Optimization Algorithm Based on Grid for Wind Speed Forecasting. | Yi Hu, Jing Liang, Boyang Qu, Jie Wang, Yanli Wang, Panpan Wei |