Genetic Programming Bibliography entries for Frederico J J B Santos

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GP coauthors/coeditors: Davide Farinati, Leonardo Vanneschi, Mauro Castelli, Berfin Sakallioglu, Daniel Parra Rodriguez, Yuxin Qiu, Miguel Nicolau, Leonardo Trujillo, Jose Ignacio Hidalgo Perez, Ivo Goncalves, Andrea De Lorenzo, Luca Manzoni, Gloria Pietropolli,

Genetic Programming Articles by Frederico J J B Santos

• Frederico J. J. B. Santos and Ivo Goncalves and Mauro Castelli. Neuroevolution with box mutation: An adaptive and modular framework for evolving deep neural networks. Applied Soft Computing, 147:110767, 2023. details

Genetic Programming conference papers by Frederico J J B Santos

• Davide Farinati and Frederico J. J. B. Santos and Leonardo Vanneschi and Mauro Castelli. NEVO-GSPT: Population-Based Neural Network Evolution Using Inflate and Deflate Operators. In Luca Manzoni and Sylvain Cussat-Blanc and Qi Chen editors, European Conference on Genetic Programming, EuroGP 2026, Toulouse, 2026. Springer Nature. details

• Berfin Sakallioglu and Frederico J. J. B. Santos and Daniel Parra and Yuxin Qiu and Miguel Nicolau and Leonardo Trujillo and J. Ignacio Hidalgo. Combining Grammatical Evolution with LLM-based Local Search to Improve Interpretability. In 29th International Conference, EvoApplications 2026, Toulouse, 2026. Springer. runner up best poster. details

• Frederico J. J. B. Santos and Andrea De Lorenzo and Luca Manzoni and Gloria Pietropolli. Learning the Particle Swarm Optimization Velocity Update via Genetic Programming. In Daniel Tauritz and John R. Woodward and Emma Hart editors, 15th Workshop on Evolutionary Computation for the Automated Design of Algorithms, pages 1966-1975, Malaga, Spain, 2025. Association for Computing Machinery. details