| 2022 | Approaching epistemic and aleatoric uncertainty with evolutionary optimization: examples and challenges. | Josu Ceberio, Juan Carlos Corts, Francisco Fernndez de Vega, Oscar Garnica, Jos Ignacio Hidalgo, J. Manuel Velasco, Rafael-Jacinto Villanueva |
| 2022 | Ant colony optimization for software engineers. | Carlos Gavidia-Calderon, Hctor D. Menndez |
| 2022 | On generalizing the power function exponent constructions with genetic programming. | Claude Carlet, Domagoj Jakobovic, Stjepan Picek |
| 2022 | Evolving constructions for balanced, highly nonlinear boolean functions. | Claude Carlet, Marko Djurasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek |
| 2022 | The diversity-accuracy duality in ensembles of classifiers. | Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt |
| 2022 | Drils revisited: on the combination of perturbation with graybox optimization techniques. | Lorenzo Canonne, Bilel Derbel |
| 2022 | Multi-fidelity optimization method with asynchronous generalized island model for AutoML. | Israel Campero-Jurado, Joaquin Vanschoren |
| 2022 | AutoMoDe-pomodoro: an evolutionary class of modular designs. | Nicolas Cambier, Eliseo Ferrante |
| 2022 | Automatically exploring computer system design spaces. | Bobby R. Bruce |
| 2022 | Survivor selection in a crossoverless evolutionary algorithm. | Nielis Brouwer, Danny Dijkzeul, Levi Koppenhol, Iris Pijning, Daan van den Berg |
| 2022 | GECCO 2022 tutorial on benchmarking multiobjective optimizers 2.0. | Dimo Brockhoff, Tea Tusar |
| 2022 | XCS on embedded systems: an analysis of execution profiles and accelerated classifier deletion. | Mathis Brede, Tim Hansmeier, Marco Platzner |
| 2022 | Evolving labelings of graceful graphs. | Luke Branson, Andrew M. Sutton |
| 2022 | GPU-accelerated parallel gene-pool optimal mixing in a gray-box optimization setting. | Anton Bouter, Peter A. N. Bosman |
| 2022 | A bi-level evolutionary approach for the multi-label detection of smelly classes. | Sofien Boutaib, Maha Elarbi, Slim Bechikh, Fabio Palomba, Lamjed Ben Said |
| 2022 | Evolutionary diversity optimization for combinatorial optimization: tutorial at GECCO'22, Boston, USA. | Jakob Bossek, Aneta Neumann, Frank Neumann |
| 2022 | Exploring the feature space of TSP instances using quality diversity. | Jakob Bossek, Frank Neumann |
| 2022 | Bayesian model selection for reducing bloat and overfitting in genetic programming for symbolic regression. | Geoffrey F. Bomarito, Patrick E. Leser, N. C. M. Strauss, K. M. Garbrecht, Jacob D. Hochhalter |
| 2022 | Cooperative co-evolutionary memetic algorithm for pickup and delivery problem with time windows. | Miroslaw Blocho, Tomasz Jastrzab, Jakub Nalepa |
| 2022 | Pittsburgh learning classifier systems for explainable reinforcement learning: comparing with XCS. | Jordan T. Bishop, Marcus Gallagher, Will N. Browne |
| 2022 | Theory-inspired parameter control benchmarks for dynamic algorithm configuration. | Andr Biedenkapp, Nguyen Dang, Martin S. Krejca, Frank Hutter, Carola Doerr |
| 2022 | Parallelization of corner sort with CUDA for many-objective optimization. | Vandana Bharti, Aryan Singhal, Anant Saxena, Bhaskar Biswas, Kaushal Kumar Shukla |
| 2022 | Probability density function computation in evolutionary model calibration with uncertainty. | Vicente-Jos Bevia, Carlos Andreu-Vilarroig, Juan Carlos Corts, Rafael-Jacinto Villanueva |
| 2022 | Procedural content generation using neuroevolution and novelty search for diverse video game levels. | Michael Beukman, Christopher W. Cleghorn, Steven James |
| 2022 | Independent influence of exploration and exploitation for metaheuristic-based recommendations. | Alexandre Bettinger, Armelle Brun, Anne Boyer |