Showing 1 - 20 of 169

1

Semantic-based recombination and mutation in cellular-inspired genetic programming
Rovito, Luigi ; Bonin, Lorenzo ; Farinati, Davide ; et al.
Genetic Programming and Evolvable Machines. 26(2)

Academic journal
Save to List
2

Analyzing the Functional Complexity of SLIM GSGP
Costa, Eduardo Pereira Gomes Fausto da ; Vanneschi, Leonardo ; RUN

Genetic Programming Geometric Semantic Genet... Semantic Learning algori... Functional Complexity Overfitting Programação Genética
Save to List
3

Enhancing Symbolic Regression-Based GSGP for Binary Classification
Debatin, Leon ; Henriques, Roberto André Pereira ; Vanneschi, Leonardo ; et al.

Genetic Programming Geometric Semantic Genet... Inflate and Deflate Muta... Model Interpretability Symbolic Regression Binary Classification
Save to List
4

An empirical study on the feature selection abilities of SLIM-GSGP [poster]
Farinati, Davide ; Vanneschi, Leonardo ; Information Management Research Center (MagIC) - NOVA Information Management School ; et al.

Genetic Programming Geometric Semantic Genet... Feature Selection Symbolic Regression Artificial Intelligence Software
Save to List
5

A Python Library for Non-Bloating GSGP
Rosenfeld, Liah ; Farinati, Davide ; Rasteiro, Diogo ; et al.

SLIM-GSGP Geometric Semantic Genet... Open Source Library Extensibility Python Computational Theory and...
Save to List
6

Exploring the Integration of Cellular Structures in Genetic Programming-Based Methods
Rovito, Luigi ; Bonin, Lorenzo ; Farinati, Davide ; et al.

Evolutionary Computation Evolutionary Algorithms Genetic Programming Geometric Semantic Genet... Cellular Automata Symbolic Regression
Save to List
7

Exploring the Impact of Data Scale on Mutation Step Size in SLIM-GSGP
Farinati, Davide ; Pietropolli, Gloria ; Vanneschi, Leonardo ; et al.

Genetic Programming Geometric Semantic Genet... Geometric Mutation Mutation Step Symbolic Regression Theoretical Computer Sci...
Save to List
8

Introducing Crossover in SLIM-GSGP
Pietropolli, Gloria ; Farinati, Davide ; Manzoni, Luca ; et al.

SLIM Geometric Semantic Genet... Geometric Semantic Cross... Inflate Mutation Deflate Mutation Theoretical Computer Sci...
Save to List
9

Benchmarking GSGP: Still competitive 10 years later?
Muñoz Contreras, Jose Manuel ; Trujillo, Leonardo ; Hernandez, Daniel E. ; et al.
Genetic Programming and Evolvable Machines. 26(1)

Academic journal
Save to List
10

Geometric Semantic Genetic Programming for Evolving Real-Valued Functions with Order Awareness
K Bunjerdtaweeporn ; A Moraglio

Symbolic Regression Geometric Semantic Genet... Semantics
Conference
Save to List
11

An Investigation of Geometric Semantic GP with Linear Scaling
Giorgia Nadizar ; Fraser Garrow ; Berfin Sakallioglu ; et al.
Proceedings of the Genetic and Evolutionary Computation Conference. :1165-1174

Symbolic Regression Geometric Semantic Genet... Linear Scaling Genetic Programming 0211 other engineering a... 0202 electrical engineer...
Academic journal
Save to List
12

Parameter Control in Geometric Semantic Genetic Programming
Dinis, Marta Teixeira Rumina ; Vanneschi, Leonardo ; Batista, João Eduardo Silva Pombinho ; et al.

Genetic Programming Geometric Semantic Genet... Genetic Operators Mutation Parameter Control Domínio/Área Científica:...
Save to List
13

GSGP-hardware: instantaneous symbolic regression with an FPGA implementation of geometric semantic genetic programming
Maldonado, Yazmin ; Salas, Ruben ; Quevedo, Joel A. ; et al.
Genetic Programming and Evolvable Machines. 25(2)

Academic journal
Save to List
14

Geometric semantic GP with linear scaling: Darwinian versus Lamarckian evolution
Nadizar, Giorgia ; Sakallioglu, Berfin ; Garrow, Fraser ; et al.
Genetic Programming and Evolvable Machines. 25(2)

Academic journal
Save to List
15

Efficient large-scale biomedical ontology matching with anchor-based biomedical ontology partitioning and compact geometric semantic genetic programming
Xue, Xingsi ; Sun, Donglei ; Shankar, Achyut ; et al.
In Journal of Industrial Information Integration September 2024 41

Academic journal
Save to List
16

The Non-bloating Geometric Semantic Genetic Programming
Vanneschi, Leonardo ; NOVA Information Management School (NOVA IMS) ; Information Management Research Center (MagIC) - NOVA Information Management School ; et al.

Genetic Programming Geometric Semantic Genet... Inflate and Deflate Muta... Model Interpretability Theoretical Computer Sci... Computer Science(all)
Save to List
17

Cellular geometric semantic genetic programming
Bonin, Lorenzo ; Rovito, Luigi ; De Lorenzo, Andrea ; et al.
Genetic Programming and Evolvable Machines. 25(1)

Academic journal
Save to List
18

A geometric semantic macro-crossover operator for evolutionary feature construction in regression
Zhang, Hengzhe ; Chen, Qi ; Xue, Bing ; et al.
Genetic Programming and Evolvable Machines. 25(1)

Academic journal
Save to List
19

A study of dynamic populations in geometric semantic genetic programming
Farinati, Davide ; Bakurov, Illya ; Vanneschi, Leonardo
In Information Sciences November 2023 648

Academic journal
Save to List
20

An Ensemble System Based on Geometric Semantic Genetic Programming
Rosenfeld, Liah ; Vanneschi, Leonardo ; NOVA Information Management School (NOVA IMS) ; et al.

Genetic Programming Geometric Semantic Genet... Initialization Ensemble methods Meta-learning Computer Science(all)
Save to List

Filter