| 2022 | Optimization of real-world supply routes by nature-inspired metaheuristics. | Pavel Krmer, Vojtech Uher |
| 2022 | Physics-based loss and machine learning approach in application to non-Newtonian fluids flow modeling. | Elena Kornaeva, Alexey Kornaev, Alexander Fetisov, Ivan Stebakov, Bulat Ibragimov |
| 2022 | An adaptive variant of jSO with multiple crossover strategies employing Eigen transformation. | Patrik Kolenovsky, Petr Bujok |
| 2022 | Duplicate Individuals in Differential Evolution. | Tomofumi Kitamura, Alex Fukunaga |
| 2022 | Differential Evolution with an Unbounded Population. | Tomofumi Kitamura, Alex Fukunaga |
| 2022 | Clustering Center-based Differential Evolution. | Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli |
| 2022 | A level-based learning swarm optimizer with a hybrid constraint-handling technique for large-scale portfolio selection problems. | Massimiliano Kaucic, Filippo Piccotto |
| 2022 | A Feature and Parameter Selection Approach for Visual Domain Adaptation using Particle Swarm Optimization. | Ravi Ranjan Prasad Karn, Rakesh Kumar Sanodiya, Twinkle Sharma, Shreshtha Sharan, Kritika Garg, Jimson Mathew, Leehter Yao |
| 2022 | Centroid regression using CNN-based Image Processing Algorithm with application to a binary asteroid system. | Aurelio Kaluthantrige, Jinglang Feng, Jesus Gl-Fernndez, Andrea Pellacani |
| 2022 | An Explainable Classifier based on Genetically Evolved Graph Structures. | Joo Roberto Bertini Junior, Alberto Cano |
| 2022 | Dynamic Multi-objective Optimisation Using Multi-guide Particle Swarm Optimisation. | Pawel Jocko, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht |
| 2022 | Zoning Search and Transfer Learning-based Multimodal Multi-objective Evolutionary Algorithm. | Hebing Ji, Shaojie Chen, Qinqin Fan |
| 2022 | Adversarial Differential Evolution for Multimodal Optimization Problems. | Yi Jiang, Chun-Hua Chen, Zhi-Hui Zhan, Yun Li, Jun Zhang |
| 2022 | A conjugated evolutionary algorithm for hyperparameter optimization. | Luis Japa, Marcello Serqueira, Israel Mendona, Eduardo Bezerra, Masayoshi Aritsugi, Pedro Henrique Gonzlez |
| 2022 | Trajectory-based Algorithm Selection with Warm-starting. | Anja Jankovic, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr |
| 2022 | Multi-Modal Multi-Objective Test Problems with an Infinite Number of Equivalent Pareto Sets. | Hisao Ishibuchi, Yiming Peng, Lie Meng Pang |
| 2022 | Hyperparameters Adaptive Sharing Based on Transfer Learning for Scalable GPs. | Caie Hu, Sanyou Zeng, Changhe Li |
| 2022 | Summit-assisted Evolutionary Multitasking. | Cheng-Yu Hsieh, Rung-Tzuo Liaw |
| 2022 | Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism. | Haokai Hong, Min Jiang, Liang Feng, Qiuzhen Lin, Kay Chen Tan |
| 2022 | Multi-objective 3D Path Planning for UAVs in Large-Scale Urban Scenarios. | Nikolas Hohmann, Mariusz Bujny, Jrgen Adamy, Markus Olhofer |
| 2022 | Hybridizing A Genetic Algorithm With Reinforcement Learning for Automated Design of Genetic Algorithms. | Ahmed Hassan, Nelishia Pillay |
| 2022 | Automated Design of Hybrid Metaheuristics: A Fitness Landscape Analysis. | Ahmed Hassan, Nelishia Pillay |
| 2022 | A Surrogate Model Assisted Estimation of Distribution Algorithm with Mutil-acquisition Functions for Expensive Optimization. | Hao Hao, Shuai Wang, Bingdong Li, Aimin Zhou |
| 2022 | Solving constrained problems with dynamic objective functions. | Noha M. Hamza, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam |
| 2022 | Budgeted Classification with Rejection: An Evolutionary Method with Multiple Objectives. | Nolan H. Hamilton, Errin W. Fulp |