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Leonardo Goliatt
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Year
Rank‐based ant colony algorithms for truss weight minimization with discrete variables
PVSZ Capriles, LG Fonseca, HJC Barbosa, ACC Lemonge
Communications in Numerical Methods in Engineering 23 (6), 553-575, 2007
692007
A new hybrid AIS-GA for constrained optimization problems in mechanical engineering
HS Bernardino, HJC Barbosa, ACC Lemonge, LG Fonseca
2008 IEEE congress on evolutionary computation (IEEE world congress on …, 2008
662008
Machine learning approaches for petrographic classification of carbonate-siliciclastic rocks using well logs and textural information
CM Saporetti, LG da Fonseca, E Pereira, LC de Oliveira
Journal of Applied Geophysics 155, 217-225, 2018
502018
Predicting material backorders in inventory management using machine learning
RB De Santis, EP de Aguiar, L Goliatt
2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2017
432017
A lithology identification approach based on machine learning with evolutionary parameter tuning
CM Saporetti, LG da Fonseca, E Pereira
IEEE Geoscience and Remote Sensing Letters 16 (12), 1819-1823, 2019
402019
Neural network boosted with differential evolution for lithology identification based on well logs information
CM Saporetti, L Goliatt, E Pereira
Earth Science Informatics 14 (1), 133-140, 2021
272021
Extreme learning machine combined with a differential evolution algorithm for lithology identification
CM Saporetti, GR Duarte, TL Fonseca, LG da Fonseca, E Pereira
Revista de Informática Teórica e Aplicada 25 (4), 43-56, 2018
272018
Surrogate-assisted clonal selection algorithms for expensive optimization problems
HS Bernardino, HJC Barbosa, LG Fonseca
Evolutionary Intelligence 4, 81-97, 2011
262011
A study on fitness inheritance for enhanced efficiency in real-coded genetic algorithms
LG Fonseca, ACC Lemonge, HJC Barbosa
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
252012
A similarity-based surrogate model for enhanced performance in genetic algorithms
LG Fonseca, HJC Barbosa, ACC Lemonge
Opsearch 46, 89-107, 2009
252009
On similarity-based surrogate models for expensive single-and multi-objective evolutionary optimization
LG Fonseca, HJC Barbosa, ACC Lemonge
Computational intelligence in expensive optimization problems, 219-248, 2010
232010
Development of a hybrid computational intelligent model for daily global solar radiation prediction
L Goliatt, ZM Yaseen
Expert Systems with Applications 212, 118295, 2023
212023
Covariance matrix adaptation evolution strategy for improving machine learning approaches in streamflow prediction
RMA Ikram, L Goliatt, O Kisi, S Trajkovic, S Shahid
Mathematics 10 (16), 2971, 2022
212022
Comparison of machine learning techniques for predicting energy loads in buildings
GR Duarte, LG da Fonseca, P Goliatt, AC de Castro Lemonge
Ambiente Construído 17 (3), 103-115, 2017
212017
Gradient boosting hybridized with exponential natural evolution strategies for estimating the strength of geopolymer self-compacting concrete
SA Basilio, L Goliatt
Knowledge-Based Engineering and Sciences 3 (1), 1-16, 2022
202022
Estimation of natural streams longitudinal dispersion coefficient using hybrid evolutionary machine learning model
L Goliatt, SO Sulaiman, KM Khedher, AA Farooque, ZM Yaseen
Engineering Applications of Computational Fluid Mechanics 15 (1), 1298-1320, 2021
192021
A dynamic migration policy to the island model
G Duarte, A Lemonge, L Goliatt
2017 IEEE Congress on evolutionary computation (CEC), 1135-1142, 2017
192017
A stochastic rank-based ant system for discrete structural optimization
LG Fonseca, PVSZ Capriles, HJC Barbosa, ACC Lemonge
2007 IEEE Swarm Intelligence Symposium, 68-75, 2007
172007
Hybrid machine learning models for estimating total organic carbon from mineral constituents in core samples of shale gas fields
CM Saporetti, DL Fonseca, LC Oliveira, E Pereira, L Goliatt
Marine and Petroleum Geology 143, 105783, 2022
162022
A genetic algorithm for topology optimization of dome structures
ACC Lemonge, HJC Barbosa, LG da Fonseca, A Coutinho
Proceedings of the 2nd international conference on engineering optimization …, 2010
142010
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Articles 1–20