Luca Manzoni

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 124

Top Venues

Publications

Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo
Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement. EuroGP (2024)
Luca Mariot, Luca Manzoni
A classification of S-boxes generated by orthogonal cellular automata. Nat. Comput. 23 (1) (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)
Rocco Ascone, Giulia Bernardini, Luca Manzoni
Fixed points and attractors of reactantless and inhibitorless reaction systems. Theor. Comput. Sci. 984 (2024)
Rocco Ascone, Giulia Bernardini, Enrico Formenti, Francesco Leiter, Luca Manzoni
Pure reaction automata. Nat. Comput. 23 (2) (2024)
Rocco Ascone, Giulia Bernardini, Luca Manzoni
Fixed points and attractors of additive reaction systems. Nat. Comput. 23 (2) (2024)
Luca Mariot, Alberto Leporati, Luca Manzoni
A Discrete Particle Swarm Optimizer for the Design of Cryptographic Boolean Functions. CoRR (2024)
Lorenzo Bonin, Luigi Rovito, Andrea De Lorenzo, Luca Manzoni
Cellular geometric semantic genetic programming. Genet. Program. Evolvable Mach. 25 (1) (2024)
Teresa Tonelli, Gloria Pietropolli, Gabriele Sbaiz, Luca Manzoni
Genetic Programming for the Reconstruction of Delay Differential Equations in Economics. GECCO Companion (2024)
Eric Medvet, Simone Pozzi, Luca Manzoni
A General Purpose Representation and Adaptive EA for Evolving Graphs. GECCO (2023)
Henry Adorna, Giulia Bernardini, Luca Manzoni, Claudio Zandron
Preface. J. Membr. Comput. 5 (4) (2023)
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)
Chiara Gallese, Teresa Scantamburlo, Luca Manzoni, Marco S. Nobile
Investigating Semi-Automatic Assessment of Data Sets Fairness by Means of Fuzzy Logic. CIBCB (2023)
Rocco Ascone, Giulia Bernardini, Luca Manzoni
Fixed Points and Attractors of Reactantless and Inhibitorless Reaction Systems. CoRR (2023)
Fabio Anselmi, Luca Manzoni, Alberto d'Onofrio, Alex Rodriguez, Giulio Caravagna, Luca Bortolussi, Francesca Cairoli
Data Symmetries and Learning in Fully Connected Neural Networks. IEEE Access 11 (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)
Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Luciano Margara, Giuliamaria Menara
A topology for P-systems with active membranes. J. Membr. Comput. 5 (4) (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)
Luigi Rovito, Andrea De Lorenzo, Luca Manzoni
Discovering Non-Linear Boolean Functions by Evolving Walsh Transforms with Genetic Programming. Algorithms 16 (11) (2023)
Luca Mariot, Luca Manzoni
A classification of S-boxes generated by Orthogonal Cellular Automata. CoRR (2023)
Fabio Anselmi, Mauro Castelli, Alberto d'Onofrio, Luca Manzoni, Luca Mariot, Martina Saletta
Local Search, Semantics, and Genetic Programming: a Global Analysis. CoRR (2023)
Luigi Rovito, Andrea De Lorenzo, Luca Manzoni
Evolution of Walsh Transforms with Genetic Programming. GECCO Companion (2023)
Claude Carlet, Luca Mariot, Luca Manzoni, Stjepan Picek
Evolutionary Strategies for the Design of Binary Linear Codes. EvoCOP (2023)
Alberto Bartoli, Luca Manzoni, Eric Medvet
Commentary on "Jaws 30", by W. B. Langdon. 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)
Marco S. Nobile, Luca Manzoni, Daniel A. Ashlock, Rong Qu
Models of Representation in Computational Intelligence [Guest Editorial]. IEEE Comput. Intell. Mag. 18 (1) (2023)
José Ferreira, Mauro Castelli, Luca Manzoni, Gloria Pietropolli
A Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators. EuroGP (2023)
Tomasz M. Gwizdalla, Luca Manzoni
Preface. J. Cell. Autom. 16 (5-6) (2022)
Luca Mariot, Martina Saletta, Alberto Leporati, Luca Manzoni
Heuristic search of (semi-)bent functions based on cellular automata. Nat. Comput. 21 (3) (2022)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Claudio Zandron
Depth-two P systems can simulate Turing machines with NP oracles. Theor. Comput. Sci. 908 (2022)
Mauro Castelli, Luca Manzoni, Luca Mariot, Giuliamaria Menara, Gloria Pietropolli
The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming. CoRR (2022)
Claude Carlet, Luca Mariot, Luca Manzoni, Stjepan Picek
Evolutionary Strategies for the Design of Binary Linear Codes. CoRR (2022)
Luca Mariot, Luca Manzoni
On the Linear Components Space of S-boxes Generated by Orthogonal Cellular Automata. CoRR (2022)
Gloria Pietropolli, Gianpiero Cossarini, Luca Manzoni
GANs for Integration of Deterministic Model and Observations in Marine Ecosystem. EPIA (2022)
Tomasz M. Gwizdalla, Luca Manzoni, Giancarlo Mauri
Preface. Nat. Comput. 21 (3) (2022)
Luca Mariot, Luca Manzoni
Building Correlation Immune Functions from Sets of Mutually Orthogonal Cellular Automata. CoRR (2022)
Luca Mariot, Luca Manzoni
Building Correlation Immune Functions from Sets of Mutually Orthogonal Cellular Automata. AUTOMATA (2022)
Luca Manzoni, Luca Mariot, Eva Tuba
The Influence of Local Search over Genetic Algorithms with Balanced Representations. CoRR (2022)
Mauro Castelli, Luca Manzoni, Luca Mariot, Marco S. Nobile, Andrea Tangherloni
Salp Swarm Optimization: A critical review. Expert Syst. Appl. 189 (2022)
Luca Mariot, Luca Manzoni
On the Linear Components Space of S-boxes Generated by Orthogonal Cellular Automata. ACRI (2022)
Gloria Pietropolli, Luca Manzoni, Alessia Paoletti, Mauro Castelli
Combining Geometric Semantic GP with Gradient-Descent Optimization. EuroGP (2022)
Luca Manzoni, Luca Mariot, Eva Tuba
The Influence of Local Search on Genetic Algorithms with Balanced Representations. BIOMA (2022)
Artiom Alhazov, Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Claudio Zandron
Evaluating space measures in P systems. J. Membr. Comput. 4 (3) (2022)
Eric Medvet, Giorgia Nadizar, Luca Manzoni
JGEA: a modular java framework for experimenting with evolutionary computation. GECCO Companion (2022)
Gianpiero Cattaneo, Luca Manzoni
Parallel Sandpiles or Spurious Bidirectional Icepiles? CoRR (2021)
Paolo Cazzaniga, Maria Raposo, Daniela Besozzi, Ivan Merelli, Antonino Staiano, Angelo Ciaramella, Riccardo Rizzo, Luca Manzoni
Selected papers from the 15th and 16th international conference on Computational Intelligence Methods for Bioinformatics and Biostatistics. BMC Bioinform. (2) (2021)
Mauro Castelli, Luca Manzoni, Luca Mariot, Marco S. Nobile, Andrea Tangherloni
Salp Swarm Optimization: a Critical Review. CoRR (2021)
Luca Manzoni, Luca Mariot, Eva Tuba
Tip the Balance: Improving Exploration of Balanced Crossover Operators by Adaptive Bias. CANDAR (Workshops) (2021)
Artiom Alhazov, Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Claudio Zandron
Alternative space definitions for P systems with active membranes. J. Membr. Comput. 3 (2) (2021)
Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek, Mauro Castelli
CoInGP: convolutional inpainting with genetic programming. GECCO (2021)
Luca Mariot, Martina Saletta, Alberto Leporati, Luca Manzoni
Heuristic Search of (Semi-)Bent Functions based on Cellular Automata. CoRR (2021)
Domagoj Jakobovic, Luca Manzoni, Luca Mariot, Stjepan Picek
CoInGP: Convolutional Inpainting with Genetic Programming. CoRR (2020)
Luca Manzoni, Daniele M. Papetti, Paolo Cazzaniga, Simone Spolaor, Giancarlo Mauri, Daniela Besozzi, Marco S. Nobile
Surfing on Fitness Landscapes: A Boost on Optimization by Fourier Surrogate Modeling. Entropy 22 (3) (2020)
Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
Towards an evolutionary-based approach for natural language processing. GECCO (2020)
Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Trujillo
Is k Nearest Neighbours Regression Better Than GP? EuroGP (2020)
Luca Mariot, Martina Saletta, Alberto Leporati, Luca Manzoni
Exploring Semi-bent Boolean Functions Arising from Cellular Automata. CoRR (2020)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Subroutines in P systems and closure properties of their complexity classes. Theor. Comput. Sci. 805 (2020)
Luca Manzoni, Alberto Bartoli, Mauro Castelli, Ivo Gonçalves, Eric Medvet
Specializing Context-Free Grammars With a (1 + 1)-EA. IEEE Trans. Evol. Comput. 24 (5) (2020)
Luca Mariot, Luca Manzoni, Alberto Dennunzio
Search space reduction of asynchrony immune cellular automata. Nat. Comput. 19 (2) (2020)
Marco S. Nobile, Paolo Cazzaniga, Simone Spolaor, Daniela Besozzi, Luca Manzoni
Fourier Surrogate Models of Dilated Fitness Landscapes in Systems Biology : or how we learned to torture optimization problems until they confess. CIBCB (2020)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Simulating counting oracles with cooperation. J. Membr. Comput. 2 (4) (2020)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Shallow laconic P systems can count. J. Membr. Comput. 2 (1) (2020)
Luca Manzoni, Domagoj Jakobovic, Luca Mariot, Stjepan Picek, Mauro Castelli
Towards an evolutionary-based approach for natural language processing. CoRR (2020)
Daniela Besozzi, Luca Manzoni, Marco S. Nobile, Simone Spolaor, Mauro Castelli, Leonardo Vanneschi, Paolo Cazzaniga, Stefano Ruberto, Leonardo Rundo, Andrea Tangherloni
Computational Intelligence for Life Sciences. Fundam. Informaticae 171 (1-4) (2020)
Luca Manzoni, Luca Mariot, Eva Tuba
Balanced crossover operators in Genetic Algorithms. Swarm Evol. Comput. 54 (2020)
Alfredo Raglio, Marcello Imbriani, Chiara Imbriani, Paola Baiardi, Sara Manzoni, Marta Gianotti, Mauro Castelli, Leonardo Vanneschi, Francisco Vico, Luca Manzoni
Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial. Comput. Methods Programs Biomed. 185 (2020)
Luca Manzoni, Antonio E. Porreca, Grzegorz Rozenberg
Facilitation in reaction systems. J. Membr. Comput. 2 (3) (2020)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
A Turing machine simulation by P systems without charges. J. Membr. Comput. 2 (2) (2020)
Luca Mariot, Martina Saletta, Alberto Leporati, Luca Manzoni
Exploring Semi-bent Boolean Functions Arising from Cellular Automata. ACRI (2020)
Claudio Ferretti, Alberto Leporati, Luca Manzoni, Antonio E. Porreca
The Many Roads to the Simulation of Reaction Systems. Fundam. Informaticae 171 (1-4) (2020)
Luca Manzoni, Luca Mariot, Eva Tuba
Tip the Balance: Improving Exploration of Balanced Crossover Operators by Adaptive Bias. CoRR (2020)
Marco S. Nobile, Simone Spolaor, Paolo Cazzaniga, Daniele M. Papetti, Daniela Besozzi, Daniel A. Ashlock, Luca Manzoni
Which random is the best random? A study on sampling methods in Fourier surrogate modeling. CEC (2020)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Characterizing PSPACE with shallow non-confluent P systems. CoRR (2019)
Mauro Castelli, Luca Manzoni
GSGP-C++ 2.0: A geometric semantic genetic programming framework. SoftwareX 10 (2019)
Luca Manzoni, Luca Mariot, Eva Tuba
Balanced Crossover Operators in Genetic Algorithms. CoRR (2019)
Mauro Castelli, Luca Manzoni, Luca Mariot, Martina Saletta
Extending Local Search in Geometric Semantic Genetic Programming. EPIA (1) (2019)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
A Turing machine simulation by P systems without charges. CoRR (2019)
Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Luciano Margara, Antonio E. Porreca
Decidability of Sensitivity and Equicontinuity for Linear Higher-Order Cellular Automata. LATA (2019)
Luca Mariot, Luca Manzoni, Alberto Dennunzio
Search Space Reduction of Asynchrony Immune Cellular Automata by Center Permutivity. CoRR (2019)
Mauro Castelli, Gianpiero Cattaneo, Luca Manzoni, Leonardo Vanneschi
-points crossover in genetic algorithms. Swarm Evol. Comput. 44 (2019)
Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Luciano Margara, Antonio E. Porreca
On the dynamical behaviour of linear higher-order cellular automata and its decidability. Inf. Sci. 486 (2019)
Claudio Ferretti, Alberto Leporati, Luca Manzoni, Antonio E. Porreca
The many roads to the simulation of reaction systems. CoRR (2019)
Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Luciano Margara, Antonio E. Porreca
On the dynamical behaviour of linear higher-order cellular automata and its decidability. CoRR (2019)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Solving QSAT in sublinear depth. CoRR (2019)
Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Antonio E. Porreca
Complexity of the dynamics of reaction systems. CoRR (2019)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Characterizing PSPACE with shallow non-confluent P systems. J. Membr. Comput. 1 (2) (2019)
Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Antonio E. Porreca
Complexity of the dynamics of reaction systems. Inf. Comput. 267 (2019)
Luca Manzoni, Luca Mariot, Eva Tuba
Does constraining the search space of GA always help?: the case of balanced crossover operators. GECCO (Companion) (2019)
Alberto Dennunzio, Valentina Dorigatti, Enrico Formenti, Luca Manzoni, Antonio E. Porreca
Polynomial Equations over Finite, Discrete-Time Dynamical Systems. ACRI (2018)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Solving QSAT in Sublinear Depth. Int. Conf. on Membrane Computing (2018)
Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
Pruning Techniques for Mixed Ensembles of Genetic Programming Models. EuroGP (2018)
Luca Manzoni, Luca Mariot
Cellular Automata Pseudo-Random Number Generators and Their Resistance to Asynchrony. ACRI (2018)
Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
Pruning Techniques for Mixed Ensembles of Genetic Programming Models. CoRR (2018)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Open Problems in Membrane Computing and How Not to Solve Them. Enjoying Natural Computing (2018)
Juan García-Duro, Luca Manzoni, Iria Arias, Mercedes Casal, Oscar Cruz, Xosé Manoel Pesqueira, Ana Muñoz, Rebeca Álvarez, Luca Mariot, Stefania Bandini, Otilia Reyes
Hidden Costs of Modelling Post-fire Plant Community Assembly Using Cellular Automata. ACRI (2018)
Mauro Castelli, Luca Manzoni, Leonardo Vanneschi, Ales Popovic
An expert system for extracting knowledge from customers' reviews: The case of Amazon.com, Inc. Expert Syst. Appl. 84 (2017)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Tissue P Systems with Small Cell Volume. Fundam. Informaticae 154 (1-4) (2017)
Alberto Dennunzio, Enrico Formenti, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca
Computational complexity of finite asynchronous cellular automata. Theor. Comput. Sci. 664 (2017)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
Characterising the complexity of tissue P systems with fission rules. J. Comput. Syst. Sci. 90 (2017)
Alberto Leporati, Luca Manzoni, Giancarlo Mauri, Antonio E. Porreca, Claudio Zandron
A toolbox for simpler active membrane algorithms. Theor. Comput. Sci. 673 (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luca Manzoni