Gloria Pietropolli

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Symbolic Regression

Genetic Programming

Financial Forecasting

Top Venues

GECCO Companion

Publications

Francesco Marchetti, Gloria Pietropolli, Federico Julian Camerota Verdù, Mauro Castelli, Edmondo A. Minisci
Automatic design of interpretable control laws through parametrized Genetic Programming with adjoint state method gradient evaluation. Appl. Soft Comput. 159 (2024)
Steven Jorgensen, Giorgia Nadizar, Gloria Pietropolli, Luca Manzoni, Eric Medvet, Una-May O'Reilly, Erik Hemberg
Large Language Model-based Test Case Generation for GP Agents. GECCO (2024)
Gloria Pietropolli, Stefano Nichele, Eric Medvet
The Role of the Substrate in CA-based Evolutionary Algorithms. GECCO (2024)
Teresa Tonelli, Gloria Pietropolli, Gabriele Sbaiz, Luca Manzoni
Genetic Programming for the Reconstruction of Delay Differential Equations in Economics. GECCO Companion (2024)
Valentina Blasone, Umberto Di Laudo, Gloria Pietropolli, Luca Bortolussi, Silvia Ceramicola, Gianpiero Cossarini, Luca Manzoni
Machine Learning methods for the Atmosphere, the Ocean, and the Seabed. Ital-IA (2023)
Giorgia Nadizar, Gloria Pietropolli
A grammatical evolution approach to the automatic inference of P systems. J. Membr. Comput. 5 (3) (2023)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Gloria Pietropolli, Claudio Zandron
Inferring P systems from their computing steps: An evolutionary approach. Swarm Evol. Comput. 76 (2023)
Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
On the hybridization of geometric semantic GP with gradient-based optimizers. Genet. Program. Evolvable Mach. 24 (2) (2023)
Gloria Pietropolli, Federico Julian Camerota Verdù, Luca Manzoni, Mauro Castelli
Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent. GECCO Companion (2023)
José Ferreira, Mauro Castelli, Luca Manzoni, Gloria Pietropolli
A Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators. EuroGP (2023)
Gloria Pietropolli, Giuliamaria Menara, Mauro Castelli
Combining Genetic Programming and Particle Swarm Optimization to Simplify Rugged Landscapes Exploration. CoRR (2022)
Mauro Castelli, Luca Manzoni, Luca Mariot, Giuliamaria Menara, Gloria Pietropolli
The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming. CoRR (2022)
Gloria Pietropolli, Gianpiero Cossarini, Luca Manzoni
GANs for Integration of Deterministic Model and Observations in Marine Ecosystem. EPIA (2022)
Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
Combining Geometric Semantic GP with Gradient-Descent Optimization. EuroGP (2022)