Luca Manzoni

Luca Manzoni

Università degli Studi di Trieste

H-index: 25

Europe-Italy

About Luca Manzoni

Luca Manzoni, With an exceptional h-index of 25 and a recent h-index of 19 (since 2020), a distinguished researcher at Università degli Studi di Trieste, specializes in the field of Evolutionary Computation, Genetic Programming, Cellular Automata, Natural Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement

Fixed points and attractors of additive reaction systems

A classification of S-boxes generated by orthogonal cellular automata

Fixed points and attractors of reactantless and inhibitorless reaction systems

A Discrete Particle Swarm Optimizer for the Design of Cryptographic Boolean Functions

Cellular geometric semantic genetic programming

Evolution of Walsh Transforms with Genetic Programming

PPCon 1.0: Biogeochemical Argo Profile Prediction with 1D Convolutional Networks

Luca Manzoni Information

University

Position

Dipartimento di Matematica e Geoscienze

Citations(all)

2324

Citations(since 2020)

1429

Cited By

1460

hIndex(all)

25

hIndex(since 2020)

19

i10Index(all)

56

i10Index(since 2020)

46

Email

University Profile Page

Università degli Studi di Trieste

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Luca Manzoni Skills & Research Interests

Evolutionary Computation

Genetic Programming

Cellular Automata

Natural Computing

Top articles of Luca Manzoni

Title

Journal

Author(s)

Publication Date

Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement

Giovanni Pinna

Damiano Ravalico

Luigi Rovito

Luca Manzoni

Andrea De Lorenzo

2024/3/28

Fixed points and attractors of additive reaction systems

Natural Computing

Rocco Ascone

Giulia Bernardini

Luca Manzoni

2024/3/15

A classification of S-boxes generated by orthogonal cellular automata

Natural Computing

Luca Mariot

Luca Manzoni

2024/3

Fixed points and attractors of reactantless and inhibitorless reaction systems

Theoretical Computer Science

Rocco Ascone

Giulia Bernardini

Luca Manzoni

2024/2/12

A Discrete Particle Swarm Optimizer for the Design of Cryptographic Boolean Functions

arXiv preprint arXiv:2401.04567

Luca Mariot

Alberto Leporati

Luca Manzoni

2024/1/9

Cellular geometric semantic genetic programming

Genetic Programming and Evolvable Machines

Lorenzo Bonin

Luigi Rovito

Andrea De Lorenzo

Luca Manzoni

2024/6

Evolution of Walsh Transforms with Genetic Programming

Luigi Rovito

Andrea De Lorenzo

Luca Manzoni

2023/7/15

PPCon 1.0: Biogeochemical Argo Profile Prediction with 1D Convolutional Networks

EGUsphere

Gloria Pietropolli

Luca Manzoni

Gianpiero Cossarini

2023/10/5

A topology for P-systems with active membranes

Journal of Membrane Computing

Alberto Dennunzio

Enrico Formenti

Luca Manzoni

Luciano Margara

Giuliamaria Menara

2023/12/20

Evolutionary strategies for the design of binary linear codes

Claude Carlet

Luca Mariot

Luca Manzoni

Stjepan Picek

2023/3/31

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

Gloria Pietropolli

Federico Julian Camerota Verdù

Luca Manzoni

Mauro Castelli

2023/7/15

Investigating Semi-Automatic Assessment of Data Sets Fairness by Means of Fuzzy Logic

Chiara Gallese

Teresa Scantamburlo

Luca Manzoni

Marco S Nobile

2023/8/29

Commentary on “Jaws 30”, by WB Langdon

Genetic Programming and Evolvable Machines

Alberto Bartoli

Luca Manzoni

Eric Medvet

2023/12

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

José Ferreira

Mauro Castelli

Luca Manzoni

Gloria Pietropolli

2023/3/29

A general purpose representation and adaptive EA for evolving graphs

Eric Medvet

Simone Pozzi

Luca Manzoni

2023/7/15

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

Genetic Programming and Evolvable Machines

Gloria Pietropolli

Luca Manzoni

Alessia Paoletti

Mauro Castelli

2023/12

Building Correlation Immune Functions from Sets of Mutually Orthogonal Cellular Automata

Luca Mariot

Luca Manzoni

2023/8/24

Inferring P systems from their computing steps: An evolutionary approach

Swarm and Evolutionary Computation

Alberto Leporati

Luca Manzoni

Giancarlo Mauri

Gloria Pietropolli

Claudio Zandron

2023/2/1

Local Search, Semantics, and Genetic Programming: a Global Analysis

arXiv preprint arXiv:2305.16956

Fabio Anselmi

Mauro Castelli

Alberto d'Onofrio

Luca Manzoni

Luca Mariot

...

2023/5/26

Artificial Neural Networks for a Semantic Map of Variables in a Music Listening-Based Study

Applied Sciences

Alfredo Raglio

Enzo Grossi

Luca Manzoni

2023/10/29

See List of Professors in Luca Manzoni University(Università degli Studi di Trieste)

Co-Authors

H-index: 55
Sean Luke

Sean Luke

George Mason University

H-index: 50
Giancarlo Mauri

Giancarlo Mauri

Università degli Studi di Milano-Bicocca

H-index: 46
Una-May O'Reilly

Una-May O'Reilly

Massachusetts Institute of Technology

H-index: 42
Leonardo Vanneschi

Leonardo Vanneschi

Universidade Nova de Lisboa

H-index: 35
Aleš Popovič

Aleš Popovič

NEOMA Business School

H-index: 35
Mauro Castelli

Mauro Castelli

Universidade Nova de Lisboa

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