Skip to content

Luca Manzoni

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

50

Venues

12

Active years

2010–2025

Best venue rank

A

Where they publish

Papers

50 indexed papers, newest first.

YearVenueTitleAuthors
2025EUROGPIntroducing Crossover in SLIM-GSGP.Gloria Pietropolli, Davide Farinati, Luca Manzoni, Mauro Castelli, Sara Silva, Leonardo Vanneschi
2025EUROGPExploring 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
2025GECCOEvolving Cryptographic Boolean Functions with Reaction Systems.Rocco Ascone, Luca Mariot, Luca Manzoni, Gloria Pietropolli
2025GECCOA Genetic Algorithm Framework for Jailbreaking Large Language Models.Lorenzo Bonin, Lorenzo Cusin, Andrea De Lorenzo, Mauro Castelli, Luca Manzoni
2025GECCOEvolving Typed Token Processing Networks.Berfin Sakallioglu, Giorgia Nadizar, Luca Manzoni, Eric Medvet
2025GECCOLearning the Particle Swarm Optimization Velocity Update via Genetic Programming.Frederico J. J. B. Santos, Andrea De Lorenzo, Luca Manzoni, Gloria Pietropolli
2025IJCNNFrequency maps reveal the correlation between Adversarial Attacks and Implicit Bias.Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Manzoni, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi
2024EUROGPEnhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement.Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo
2024GECCOLarge 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
2024GECCOGenetic Programming for the Reconstruction of Delay Differential Equations in Economics.Teresa Tonelli, Gloria Pietropolli, Gabriele Sbaiz, Luca Manzoni
2023CIBCBInvestigating Semi-Automatic Assessment of Data Sets Fairness by Means of Fuzzy Logic.Chiara Gallese, Teresa Scantamburlo, Luca Manzoni, Marco S. Nobile
2023EUROGPA Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators.Jos Ferreira, Mauro Castelli, Luca Manzoni, Gloria Pietropolli
2023GECCOA General Purpose Representation and Adaptive EA for Evolving Graphs.Eric Medvet, Simone Pozzi, Luca Manzoni
2023GECCOParametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.Gloria Pietropolli, Federico Julian Camerota Verd, Luca Manzoni, Mauro Castelli
2023GECCOEvolution of Walsh Transforms with Genetic Programming.Luigi Rovito, Andrea De Lorenzo, Luca Manzoni
2022EPIAGANs for Integration of Deterministic Model and Observations in Marine Ecosystem.Gloria Pietropolli, Gianpiero Cossarini, Luca Manzoni
2022EUROGPCombining Geometric Semantic GP with Gradient-Descent Optimization.Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
2022GECCOJGEA: a modular java framework for experimenting with evolutionary computation.Eric Medvet, Giorgia Nadizar, Luca Manzoni
2021GECCOCoInGP: convolutional inpainting with genetic programming.Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek, Mauro Castelli
2020CECWhich random is the best random? A study on sampling methods in Fourier surrogate modeling.Marco S. Nobile, Simone Spolaor, Paolo Cazzaniga, Daniele M. Papetti, Daniela Besozzi, Daniel A. Ashlock, Luca Manzoni
2020CIBCBFourier Surrogate Models of Dilated Fitness Landscapes in Systems Biology : or how we learned to torture optimization problems until they confess.Marco S. Nobile, Paolo Cazzaniga, Simone Spolaor, Daniela Besozzi, Luca Manzoni
2020EUROGPIs k Nearest Neighbours Regression Better Than GP?Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Trujillo
2020GECCOTowards an evolutionary-based approach for natural language processing.Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
2019EPIAExtending Local Search in Geometric Semantic Genetic Programming.Mauro Castelli, Luca Manzoni, Luca Mariot, Martina Saletta
2019GECCODoes constraining the search space of GA always help?: the case of balanced crossover operators.Luca Manzoni, Luca Mariot, Eva Tuba
2019LATADecidability of Sensitivity and Equicontinuity for Linear Higher-Order Cellular Automata.Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Luciano Margara, Antonio E. Porreca
2018EUROGPPruning Techniques for Mixed Ensembles of Genetic Programming Models.Mauro Castelli, Ivo Gonalves, Luca Manzoni, Leonardo Vanneschi
2017CECGeometric semantic genetic programming for biomedical applications: A state of the art upgrade.Leonardo Vanneschi, Mauro Castelli, Ivo Gonalves, Luca Manzoni, Sara Silva
2017GECCOPSXO: population-wide semantic crossover.Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Krzysztof Krawiec, Alberto Moraglio, Sara Silva, Ivo Gonalves
2016IJCCIAn Analysis of Geometric Semantic Crossover: A Computational Geometry Approach.Mauro Castelli, Luca Manzoni, Ivo Gonalves, Leonardo Vanneschi, Leonardo Trujillo, Sara Silva
2016LATAReachability in Resource-Bounded Reaction Systems.Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Antonio E. Porreca
2015EPIAElectricity Demand Modelling with Genetic Programming.Mauro Castelli, Matteo De Felice, Luca Manzoni, Leonardo Vanneschi
2015LATAPreimage Problems for Reaction Systems.Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Antonio E. Porreca
2015LATAComplexity Classes for Membrane Systems: A Survey.Giancarlo Mauri, Alberto Leporati, Luca Manzoni, Antonio E. Porreca, Claudio Zandron
2014CiEFixed Points and Attractors of Reaction Systems.Enrico Formenti, Luca Manzoni, Antonio E. Porreca
2014GECCOA comparison between geometric semantic GP and cartesian GP for boolean functions learning.Andrea Mambrini, Luca Manzoni
2014LATAExtremal Combinatorics of Reaction Systems.Alberto Dennunzio, Enrico Formenti, Luca Manzoni
2013CECTheory-laden design of mutation-based Geometric Semantic Genetic Programming for learning classification trees.Andrea Mambrini, Luca Manzoni, Alberto Moraglio
2013EUROGPA New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics.Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva
2013FOGARuntime analysis of mutation-based geometric semantic genetic programming on boolean functions.Alberto Moraglio, Andrea Mambrini, Luca Manzoni
2013UCReaction Systems Made Simple - A Normal Form and a Classification Theorem.Luca Manzoni, Antonio E. Porreca
2012GECCOParameter tuning of evolutionary reactions systems.Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2012GECCOGenetic programming needs better benchmarks.James McDermott, David Robert White, Sean Luke, Luca Manzoni, Mauro Castelli, Leonardo Vanneschi, Wojciech Jaskowski, Krzysztof Krawiec, Robin Harper, Kenneth A. De Jong, Una-May O'Reilly
2011DLTComputational Aspects of Asynchronous Cellular Automata.Jrme Chandesris, Alberto Dennunzio, Enrico Formenti, Luca Manzoni
2011EPIAA Method to Reuse Old Populations in Genetic Algorithms.Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2011EUROGPA Quantitative Study of Learning and Generalization in Genetic Programming.Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi
2011GECCOThe effect of selection from old populations in genetic algorithms.Mauro Castelli, Luca Manzoni, Leonardo Vanneschi
2011GECCOThe K landscapes: a tunably difficult benchmark for genetic programming.Leonardo Vanneschi, Mauro Castelli, Luca Manzoni
2010CECA comparison of the generalization ability of different genetic programming frameworks.Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi
2010GECCODefinition of a crossover based distance for genetic algorithms.Luca Manzoni, Leonardo Vanneschi, Giancarlo Mauri