| 2022 | A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization. | Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo |
| 2022 | Fast Moving Natural Evolution Strategy for High-Dimensional Problems. | Masahiro Nomura, Isao Ono |
| 2022 | Evolutionary Topology Optimization Using Quadtree Genetic Programming. | Naruhiko Nimura, Akira Oyama |
| 2022 | Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction. | Ana Nikolikj, Risto Trajanov, Gjorgjina Cenikj, Peter Korosec, Tome Eftimov |
| 2022 | A replacement scheme based on dynamic penalization for controlling the diversity of the population in Genetic Programming. | Ricardo Nieto-Fuentes, Carlos Segura |
| 2022 | Combining Soft-Actor Critic with Cross-Entropy Method for Policy Search in Continuous Control. | Hieu Trung Nguyen, Khang Tran, Ngoc Hoang Luong |
| 2022 | An Interpolated Approach for Active Debris Removal. | Joo Batista Rodrigues Neto, Gabriel de Oliveira Ramos |
| 2022 | Step-Size Individualization: a Case Study for The Fish School Search Family. | Hugo de Andrade Amorim Neto, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto |
| 2022 | A Study on Six Memetic Strategies for Multimodal Optimisation by Differential Evolution. | Ferrante Neri, Matthew Todd |
| 2022 | Improving the optimization performance by an adaptable design: A dynamic selection of operators via criteria-based matrix for evolutionary algorithms. | Mario A. Navarro, Alfonso Ramos-Michel, Bernardo Morales-Castaeda, Oscar Maciel-Castillo, Itzel Aranguren, Arturo Valdivia, Diego Oliva, Seyed Jalaleddin Mousavirad |
| 2022 | Quantum- Inspired Structure- Preserving Probabilistic Inference. | Sascha Mcke, Nico Piatkowski |
| 2022 | A Clustering-based Differential Evolution Boosted by a Regularisation-based Objective Function and a Local Refinement for Neural Network Training. | Seyed Jalaleddin Mousavirad, Amir H. Gandomi, Hassan Homayoun |
| 2022 | An Improved DE Algorithm to Optimise the Learning Process of a BERT-based Plagiarism Detection Model. | Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad, Diego Oliva, Gerald Schaefer, Zahra Sobhaninia |
| 2022 | Handling stagnation through diversity analysis: A new set of operators for evolutionary algorithms. | Bernardo Morales-Castaeda, Oscar Maciel-Castillo, Mario A. Navarro, Itzel Aranguren, Arturo Valdivia, Alfonso Ramos-Michel, Diego Oliva, Salvador Hinojosa |
| 2022 | A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem. | Igor Morais, Gabriel Souto, Glaydston Mattos Ribeiro, Israel Mendona, Pedro Henrique Gonzlez |
| 2022 | A Random Forest-Assisted Decomposition-Based Evolutionary Algorithm for Multi-Objective Combinatorial Optimization Problems. | Matheus Bernardelli de Moraes, Guilherme Palermo Coelho |
| 2022 | Evolutionary Real-world Item Stock Allocation for Japanese Electric Commerce. | Yasuyuki Mitsui, Yuki Yamakoshi, Hiroyuki Sato |
| 2022 | Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. | Pricles B. C. Miranda, Rafael Ferreira Mello, Andr C. A. Nascimento, Tapas Si |
| 2022 | Opposition-Inspired Strategies for Tabu Search approaches proposed for Knapsack Problems. | Victoria Miranda-Burgos, Nicols Rojas-Morales |
| 2022 | Evolutionary Node Layout and Edge Bundling. | Junsei Meikari, Ryosuke Saga |
| 2022 | Probabilistic Structured Grammatical Evolution. | Jessica Mgane, Nuno Loureno, Penousal Machado |
| 2022 | Solving the Electric Capacitated Vehicle Routing Problem with Cargo Weight. | Michalis Mavrovouniotis, Changhe Li, Georgios Ellinas, Marios M. Polycarpou |
| 2022 | Solving the Point Feature Cartographic Label Placement problem using Jaccard index as a measure of labels intersection. | Geraldo R. Mauri, Luiz Henrique Nogueira Lorena, Luiz Antonio Nogueira Lorena, Antonio Augusto Chaves |
| 2022 | Stabilization of Higher Periodic Orbits of the Duffing Map using Meta-evolutionary Approaches: A Preliminary Study. | Radomil Matousek, Tomas Hulka |
| 2022 | Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. | Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang |