| 2022 | Surrogate-Assisted Evolutionary Generative Design Of Breakwaters Using Deep Convolutional Networks. | Nikita O. Starodubcev, Nikolay O. Nikitin, Anna V. Kalyuzhnaya |
| 2022 | NL-SHADE-LBC algorithm with linear parameter adaptation bias change for CEC 2022 Numerical Optimization. | Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin |
| 2022 | A Modular Knowledge-Driven Mutation Operator for Reference-Point Based Evolutionary Algorithms. | Henrik Smedberg, Sunith Bandaru |
| 2022 | A Comprehensive Analysis of the Invariance of Exploratory Landscape Analysis Features to Function Transformations. | Urban Skvorc, Tome Eftimov, Peter Korosec |
| 2022 | Algorithm Selection for Combinatorial Packing Problems. | Ioana Sitaru, Madalina Raschip |
| 2022 | A Study of Transfer Learning in an Ant-Based Generation Construction Hyper-Heuristic. | Emilio Singh, Nelishia Pillay |
| 2022 | Automated Machine Learning for Time Series Prediction. | Felipe Rooke da Silva, Alex Borges Vieira, Heder Soares Bernardino, Victor Aquiles Alencar, Lucas Ribeiro Pessamilio, Helio Jos Corra Barbosa |
| 2022 | The multi-objective dynamic shortest path problem. | Juarez Machado da Silva, Gabriel de Oliveira Ramos, Jorge L. V. Barbosa |
| 2022 | An evolutionary search algorithm for efficient ResNet-based architectures: a case study on gender recognition. | Andr Ramos Fernandes Da Silva, Lucas Marcondes Pavelski, Luiz Alberto Queiroz Cordovil Jnior, Paulo Henrique De Oliveira Gomes, Layane Menezes Azevedo, Francisco Erivaldo Fernandes Junior |
| 2022 | A Novel Fitness Function for Genetic Programming in Dynamic Flexible Job Shop Scheduling. | Gaofeng Shi, Fangfang Zhang, Yi Mei |
| 2022 | Beta Distribution based XCS Classifier System. | Hiroki Shiraishi, Yohei Havamizu, Hiroyuki Sato, Keiki Takadama |
| 2022 | Dynamic In Vivo Computation: Nanobiosensing from a Dynamic Optimization Perspective. | Shaolong Shi, Yifan Chen, Qiang Liu, Jurong Ding, Qingfu Zhang |
| 2022 | Finding Cost-Effective Re-Layouting Solutions in Modern Brownfield Facility Layout Planning. | Thomas Seidelmann, Sanaz Mostaghim |
| 2022 | Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. | Dirk Schweim, Dominik Sobania, Franz Rothlauf |
| 2022 | Adaptive PBI for Massively Parallel MOEA/D in a Distributed Memory Environment. | Yuji Sato, Tomoya Hirayama, Ryo Ikami |
| 2022 | Evolving Weighted Contact Networks for Epidemic Modeling: the Ring and the Power. | James Sargant, Sheridan K. Houghten, Michael Dub |
| 2022 | Evolutionary Automated Machine Learning for Multi-Scale Decomposition and Forecasting of Sensor Time Series. | Mikhail Sarafanov, Valerii Pokrovskii, Nikolay O. Nikitin |
| 2022 | A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems. | Valentino Santucci, Marco Baioletti |
| 2022 | DMC-GRASP: A Continuous GRASP hybridized with Data Mining. | Raphael Gomes Santos, Alexandre Plastino, Alexandre Csar Muniz de Oliveira |
| 2022 | Global and Local Area Coverage Path Planner for a Reconfigurable Robot. | S. M. Bhagya P. Samarakoon, M. A. Viraj J. Muthugala, Mohan Rajesh Elara |
| 2022 | Trading Strategies Optimization by Genetic Algorithm under the Directional Changes Paradigm. | Ozgur Salman, Michael Kampouridis, Delaram Jarchi |
| 2022 | IMODEII: an Improved IMODE algorithm based on the Reinforcement Learning. | Karam M. Sallam, Mohamed Abdel-Basset, Mohammed El-Abd, Ali Wagdy Mohamed |
| 2022 | A Grammar-based Evolutionary Approach for Assessing Deep Neural Source Code Classifiers. | Martina Saletta, Claudio Ferretti |
| 2022 | Interval-based Cost-sensitive Classification Tree Induction as a Bi-level Optimization Problem. | Rihab Said, Maha Elarbi, Slim Bechikh, Carlos A. Coello Coello, Lamjed Ben Said |
| 2022 | Sports Camera Pose Refinement U sing an Evolution Strategy. | Grzegorz Rypesc, Grzegorz Kurzejamski, Jacek Komorowski |