Gloria Pietropolli

According to our database, Gloria Pietropolli authored at least 18 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Slim_gsgp: A Python Library for Non-Bloating GSGP.

Liah Rosenfeld, Davide Farinati, Diogo Rasteiro, Gloria Pietropolli, Karina Brotto Rebuli, Sara Silva, Leonardo Vanneschi

Proceedings of the Genetic and Evolutionary Computation Conference, 2025

Exploring the Integration of Cellular Structures in Genetic Programming-Based Methods.

Luigi Rovito, Lorenzo Bonin, Davide Farinati, Leonardo Vanneschi, Luca Manzoni, Andrea De Lorenzo, Gloria Pietropolli

Proceedings of the Genetic Programming - 28th European Conference, 2025

Introducing Crossover in SLIM-GSGP.

Gloria Pietropolli, Davide Farinati, Luca Manzoni, Mauro Castelli, Sara Silva, Leonardo Vanneschi

Proceedings of the Genetic Programming - 28th European Conference, 2025

Exploring the Impact of Data Scale on Mutation Step Size in SLIM-GSGP.

Davide Farinati, Gloria Pietropolli, Leonardo Vanneschi

Proceedings of the Genetic Programming - 28th European Conference, 2025

2024

Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation.

Francesco Marchetti, Gloria Pietropolli, Federico Julian Camerota Verdù, Mauro Castelli, Edmondo A. Minisci

Appl. Soft Comput., 2024

Genetic Programming for the Reconstruction of Delay Differential Equations in Economics.

Teresa Tonelli, Gloria Pietropolli, Gabriele Sbaiz, Luca Manzoni

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

The Role of the Substrate in CA-based Evolutionary Algorithms.

Gloria Pietropolli, Stefano Nichele, Eric Medvet

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Large Language Model-based Test Case Generation for GP Agents.

Steven Jorgensen, Giorgia Nadizar, Gloria Pietropolli, Luca Manzoni, Eric Medvet, Una-May O'Reilly, Erik Hemberg

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

On the hybridization of geometric semantic GP with gradient-based optimizers.

Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli

Genet. Program. Evolvable Mach., December, 2023

A grammatical evolution approach to the automatic inference of P systems.

Giorgia Nadizar, Gloria Pietropolli

J. Membr. Comput., September, 2023

Inferring P systems from their computing steps: An evolutionary approach.

Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Gloria Pietropolli, Claudio Zandron

Swarm Evol. Comput., 2023

Machine Learning methods for the Atmosphere, the Ocean, and the Seabed.

Valentina Blasone, Umberto Di Laudo, Gloria Pietropolli, Luca Bortolussi, Silvia Ceramicola, Gianpiero Cossarini, Luca Manzoni

Proceedings of the Italia Intelligenza Artificiale, 2023

Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.

Gloria Pietropolli, Federico Julian Camerota Verdù, Luca Manzoni, Mauro Castelli

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

A Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators.

José Ferreira, Mauro Castelli, Luca Manzoni, Gloria Pietropolli

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

Combining Genetic Programming and Particle Swarm Optimization to Simplify Rugged Landscapes Exploration.

Gloria Pietropolli, Giuliamaria Menara, Mauro Castelli

CoRR, 2022

The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming.

Mauro Castelli, Luca Manzoni, Luca Mariot, Giuliamaria Menara, Gloria Pietropolli

CoRR, 2022

Combining Geometric Semantic GP with Gradient-Descent Optimization.

Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli

Proceedings of the Genetic Programming - 25th European Conference, 2022

GANs for Integration of Deterministic Model and Observations in Marine Ecosystem.

Gloria Pietropolli, Gianpiero Cossarini, Luca Manzoni

Proceedings of the Progress in Artificial Intelligence, 2022