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Léo Françoso Dal Piccol Sotto
Léo Françoso Dal Piccol Sotto
Federal Highway Research Institute
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Studying bloat control and maintenance of effective code in linear genetic programming for symbolic regression
LF dal Piccol Sotto, VV de Melo
Neurocomputing 180, 79-93, 2016
232016
Graph representations in genetic programming
L Françoso Dal Piccol Sotto, P Kaufmann, T Atkinson, R Kalkreuth, ...
Genetic Programming and Evolvable Machines 22 (4), 607-636, 2021
212021
A probabilistic linear genetic programming with stochastic context-free grammar for solving symbolic regression problems
LFDP Sotto, VV de Melo
Proceedings of the Genetic and Evolutionary Computation Conference, 1017-1024, 2017
202017
-LGP: an improved version of linear genetic programming evaluated in the Ant Trail problem
LFDP Sotto, VV de Melo, MP Basgalupp
Knowledge and Information Systems 52 (2), 445-465, 2017
162017
A study on graph representations for genetic programming
LFDP Sotto, P Kaufmann, T Atkinson, R Kalkreuth, MP Basgalupp
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 931-939, 2020
112020
A MIMD interpreter for genetic programming
VV de Melo, ÁL Fazenda, LFDP Sotto, G Iacca
Applications of Evolutionary Computation: 23rd European Conference …, 2020
102020
Investigation of linear genetic programming techniques for symbolic regression
LF dal Piccol Sotto, VV de Melo
2014 Brazilian Conference on Intelligent Systems, 146-151, 2014
82014
An analysis of the influence of noneffective instructions in linear genetic programming
LFDP Sotto, F Rothlauf, VV de Melo, MP Basgalupp
Evolutionary Computation 30 (1), 51-74, 2022
72022
Classification of cardiac arrhythmia by random forests with features constructed by kaizen programming with linear genetic programming
LFDP Sotto, RC Coelho, VV de Melo
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 813-820, 2016
72016
An improved λ-linear genetic programming evaluated in solving the Santa Fe ant trail problem
LFDP Sotto, VV de Melo, MP Basgalupp
Proceedings of the 31st annual ACM symposium on applied computing, 103-108, 2016
62016
Comparison of linear genetic programming variants for symbolic regression
LFDP Sotto, VV de Melo
Proceedings of the Companion Publication of the 2014 Annual Conference on …, 2014
52014
The pole balancing problem from the viewpoint of system flexibility
LFDP Sotto, S Mayer, J Garcke
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
32022
On the role of non-effective code in linear genetic programming
LFDP Sotto, F Rothlauf
Proceedings of the Genetic and Evolutionary Computation Conference, 1075-1083, 2019
32019
The elements of flexibility for task-performing systems
S Mayer, LFDP Sotto, J Garcke
IEEE Access 11, 8029-8056, 2023
22023
Solving the lawn mower problem with kaizen programming and λ-linear genetic programming for module acquisition
LFDP Sotto, VV de Melo
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016
22016
Chatbot com aprendizado a partir de diálogos
L Sotto, VDC Costa
Instituto de Ciencia e Tecnologia, Universidade Federal de Sâo Paulo, Sao Paulo, 2015
22015
Automatic meta-feature engineering for CNN fusion in aerial scene classification task
VV De Melo, LFDP Sotto, MM Leonardo, FA Faria
IEEE Geoscience and Remote Sensing Letters 17 (9), 1652-1656, 2019
12019
Evolutionary Solution Adaption for Multi-Objective Metal Cutting Process Optimization
LFDP Sotto, S Mayer, H Janarthanam, A Butz, J Garcke
arXiv preprint arXiv:2305.19775, 2023
2023
Graph-based genetic programming
R Kalkreuth, LFDP Sotto, Z Vašíček
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
2022
Development of estimation of distribution algorithms for linear genetic programming
LFDP Sotto
Universidade Federal de São Paulo (UNIFESP), 2020
2020
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Artikler 1–20