| 2022 | Towards an interactive ranking operator for NSGA-II. | Cludia Tupan Rosa, Willian Marques Freire, Aline Maria Malachini Miotto Amaral, Thelma Elita Colanzi |
| 2022 | On the potential of automated algorithm configuration on multi-modal multi-objective optimization problems. | Jeroen Rook, Heike Trautmann, Jakob Bossek, Christian Grimme |
| 2022 | Natural gradient evolution strategies for adaptive sampling. | Nixon K. Ronoh, Edna Milgo, Ambrose K. Kiprop, Bernard Manderick, Ann Now |
| 2022 | Synaptic pruning with MAP-elites. | Federico Da Rold, Olaf Witkowski, Nathanal Aubert-Kato |
| 2022 | Unsupervised framework for comment-based multi-document extractive summarization. | Vishal Singh Roha, Naveen Saini, Sriparna Saha, Jos G. Moreno |
| 2022 | Bootstrapped fitness critics with bidirectional temporal difference. | Golden Rockefeller, Kagan Tumer |
| 2022 | Using evolutionary game theory to understand scalability in task allocation. | Mostafa Rizk, Julian Garcia, Aldeida Aleti, David Green |
| 2022 | Automated algorithm selection for radar network configuration. | Quentin Renau, Johann Dro, Alain Peres, Yann Semet, Carola Doerr, Benjamin Doerr |
| 2022 | Improving source-code representations to enhance search-based software repair. | Pemma Reiter, Antonio M. Espinoza, Adam Doup, Ruoyu Wang, Westley Weimer, Stephanie Forrest |
| 2022 | Fair feature subset selection using multiobjective genetic algorithm. | Ayaz Ur Rehman, Anas Nadeem, Muhammad Zubair Malik |
| 2022 | A preliminary study of prediction interval methods with genetic programming. | Karina Brotto Rebuli, Mario Giacobini, Niccol Tallone, Leonardo Vanneschi |
| 2022 | Bingo: a customizable framework for symbolic regression with genetic programming. | David L. Randall, Tyler S. Townsend, Jacob D. Hochhalter, Geoffrey F. Bomarito |
| 2022 | Using phylogenetic analysis to enhance genetic improvement. | Penny Faulkner Rainford, Barry Porter |
| 2022 | On the effect of embedding hierarchy within multi-objective optimization for evolving symbolic regression models. | Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan |
| 2022 | On turning black - into dark gray-optimization with the direct empirical linkage discovery and partition crossover. | Michal Witold Przewozniczek, Renato Tins, Bartosz Frej, Marcin M. Komarnicki |
| 2022 | Empirical linkage learning for non-binary discrete search spaces in the optimization of a large-scale real-world problem. | Michal Witold Przewozniczek, Marcin M. Komarnicki |
| 2022 | Expensive optimization with production-graph resource constraints: a first look at a new problem class. | Stefan Pricopie, Richard Allmendinger, Manuel Lpez-Ibez, Clyde Fare, Matt Benatan, Joshua D. Knowles |
| 2022 | High-performance cartesian genetic programming on GPU for the inference of gene regulatory networks using scRNA-seq time-series data. | Luciana Nascimento Santana Prachedes, Jos Eduardo Henriques da Silva, Heder Soares Bernardino, Itamar Leite de Oliveira |
| 2022 | Desirable properties of performance indicators for assessing interactive evolutionary multiobjective optimization methods. | Pouya Aghaei Pour, Sunith Bandaru, Bekir Afsar, Kaisa Miettinen |
| 2022 | Espresso to the rescue of genetic programming facing exponential complexity. | Nicolas Potvin, Hugues Bersini, Dragomir Milojevic |
| 2022 | On the interaction between lexicase selection, modularity and data subsets. | Benjamin Portman, Malcolm I. Heywood |
| 2022 | A single neural cellular automaton for body-brain co-evolution. | Sidney Pontes-Filho, Kathryn Walker, Elias Najarro, Stefano Nichele, Sebastian Risi |
| 2022 | Adapting mutation and recombination operators to range-aware relations in real-world application data. | Christina Plump, Bernhard J. Berger, Rolf Drechsler |
| 2022 | RankNEAT: outperforming stochastic gradient search in preference learning tasks. | Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis |
| 2022 | Transfer learning in evolutionary spaces. | Nelishia Pillay |