| 2021 | A Flexible Variable-length Particle Swarm Optimization Approach to Convolutional Neural Network Architecture Design. | Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang |
| 2021 | Document Clustering with Evolved Single Word Search Queries. | Laurence Hirsch, Alessandro G. Di Nuovo, Prasanna S. Haddela |
| 2021 | Visualizing and Characterizing the Parameter Configuration Landscape of Particle Swarm Optimization using Physical Landform Classification. | Kyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht |
| 2021 | An Approximated Domination Relationship based on Binary Classifiers for Evolutionary Multiobjective Optimization. | Hao Hao, Aimin Zhou, Hu Zhang |
| 2021 | A Multi-Objective Evolutionary Approach to Professional Course Timetabling: A Real-World Case Study. | Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan |
| 2021 | Solving Dynamic Many-objective TSP using NSGA-III equipped with SVR-RBF Kernel Predictor. | Rashi Gupta, Satyasai Jagannath Nanda |
| 2021 | A Niche Based Multi-objective Particle Swarm Optimizer. | Jinglei Guo, Miaomiao Shao, Shouyong Jiang, Xinyu Zhou |
| 2021 | Advancing Genetic Programming via Information Theory. | Aleksandr V. Grin, Amir H. Gandomi |
| 2021 | A Genetic Algorithm Approach to Compute Mixed Strategy Solutions for General Stackelberg Games. | Srivathsa Gottipati, Praveen Paruchuri |
| 2021 | Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots. | Eliana Giovannitti, Sayyid Shahab Nabavi, Giovanni Squillero, Alberto Tonda |
| 2021 | Multi-Objective Bayesian Optimisation Using an Exploitative Attainment Front Acquisition Function. | Finley J. Gibson, Richard M. Everson, Jonathan E. Fieldsend |
| 2021 | Binary Differential Evolution based Feature Selection Method with Mutual Information for Imbalanced Classification Problems. | Arka Ghosh, Bing Xue, Mengjie Zhang |
| 2021 | A Genetic Algorithm for Scheduling Splittable Tasks with Precedence Constraints. | Yuanliang Gao, Sheung-Hung Poon |
| 2021 | Detecting Anomalies In Daily COVID-19 Cases Data From Brazil Capitals Using GSP Theory. | Rodrigo Francisquini, Tiago Tiburcio da Silva, Mari C. V. Nascimento |
| 2021 | Multistage Evolutionary Strategies for Adjusting a Cellular Automata-based Epidemiological Model. | Larissa M. Fraga, Gina Maira Barbosa de Oliveira, Luiz G. A. Martins |
| 2021 | An Immune-Inspired Approach to Macro-Level Neural Ensemble Search. | Luc Frachon, Wei Pang, George M. Coghill |
| 2021 | Solar Irradiance Forecasting in Tropical Weather using an Evolutionary Lean Neural Network. | Yong Wee Foo, Cindy Goh |
| 2021 | Coevolution of AI and Level Generators for Super Mario Game. | Julius Flimmel, Jakub Gemrot, Vojtech Cern |
| 2021 | EMT-ReMO: Evolutionary Multitasking for High-Dimensional Multi-Objective Optimization via Random Embedding. | Yinglan Feng, Liang Feng, Yaqing Hou, Kay Chen Tan, Sam Kwong |
| 2021 | Unsupervised Learning For Refactoring Pattern Detection. | Paulo Roberto Farah, Thain Mariani, Enrique A. da Roza, Rogrio C. Silva, Silvia Regina Vergilio |
| 2021 | A Many-Objective Evolutionary Algorithm Based on New Angle Penalized Distance. | Junchao Fang, Wei Fang |
| 2021 | An Adaptive Formulation-based Many-Objective Evolutionary Algorithm for Multi-Scenario Optimization in Data Enrichment. | Liang Fan, Xudong Feng, Handing Wang |
| 2021 | A Biologically-Inspired Model for Mass Extinction in Genetic Algorithms. | Kaelan Engholdt, H. David Mathias |
| 2021 | 3D-RadViz: Three Dimensional Radial Visualization for Large-Scale Data Visualization. | Abdelrahman Elewah, Abeer A. Badawi, Haytham Khalil, Shahryar Rahnamayan, Khalid Elgazzar |
| 2021 | Optimally Weighted Ensembles in Model-Based Regression for Drug Discovery. | Patrick Echtenbruck, Michael Emmerich, Martina Echtenbruck, Boris Naujoks |