Leonardo Goliatt da Fonseca

20 papers B 8Misc 1Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2021 J jnl
An Island Model based on Stigmergy to solve optimization problems.
Nat. Comput.
Grasiele Regina Duarte, Afonso Celso de Castro Lemonge, Leonardo Goliatt da Fonseca, Beatriz Souza Leite Pires de Lima
2021 Misc conf
The DeepONets for Finance: An Approach to Calibrate the Heston Model.
EPIA
Igor Michel Santos Leite, João Daniel Madureira Yamim, Leonardo Goliatt da Fonseca
2019 J jnl
A Lithology Identification Approach Based on Machine Learning With Evolutionary Parameter Tuning.
IEEE Geosci. Remote. Sens. Lett.
Camila Martins Saporetti, Leonardo Goliatt da Fonseca, Egberto Pereira
2019 — conf
Short-Term Streamflow Forecasting for Paraíba do Sul River Using Deep Learning.
EPIA (1)
Luciana Conceição Dias Campos, Leonardo Goliatt da Fonseca, Tales L. Fonseca, Gabriel Dias de Abreu, Letícia Florentino Pires, Yulia Gorodetskaya
2018 B conf
A New Strategy to Evaluate the Attractiveness in a Dynamic Island Model.
CEC
Grasiele Regina Duarte, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca
2018 B conf
An Extreme Learning Machine with Feature Selection for Estimating Mechanical Properties of Lightweight Aggregate Concretes.
CEC
Leonardo Goliatt da Fonseca, Michèle Cristina Resende Farage
2018 B conf
Classification of Short Circuit GMA Welding using Type-1 and Singleton Fuzzy Logic System.
FUZZ-IEEE
Rafaela Abreu Campos, Renan Piazzaroli Finotti Amaral, Ivan Fabio Mota de Menezes, Leonardo Goliatt da Fonseca, Moises Luiz Lagares, Eduardo Pestana de Aguiar
2018 J jnl
Extreme Learning Machine combined with a Differential Evolution algorithm for lithology identification.
RITA
Camila Martins Saporetti, Grasiele Regina Duarte, Tales L. Fonseca, Leonardo Goliatt da Fonseca, Egberto Pereira
2018 B conf
Modeling Heating and Cooling Loads in Buildings Using Gaussian Processes.
CEC
Leonardo Goliatt da Fonseca, Priscila V. S. Z. Capriles, Grasiele Regina Duarte
2017 B conf
A dynamic migration policy to the Island Model.
CEC
Grasiele Regina Duarte, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca
2017 — conf
Predicting material backorders in inventory management using machine learning.
LA-CCI
Rodrigo Barbosa de Santis, Eduardo Pestana de Aguiar, Leonardo Goliatt da Fonseca
2012 — conf
A Genetic Algorithm Assisted by a Locally Weighted Regression Surrogate Model.
ICCSA (1)
Leonardo Goliatt da Fonseca, Heder S. Bernardino, Helio J. C. Barbosa
2012 B conf
A study on fitness inheritance for enhanced efficiency in real-coded genetic algorithms.
IEEE Congress on Evolutionary Computation
Leonardo Goliatt da Fonseca, Afonso C. C. Lemonge, Helio J. C. Barbosa
2011 J jnl
Surrogate-assisted clonal selection algorithms for expensive optimization problems.
Evol. Intell.
Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca
2010 — conf
A Faster Clonal Selection Algorithm for Expensive Optimization Problems.
ICARIS
Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca
2010 — conf
Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems.
SEAL
Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca, Heder S. Bernardino
2010 — —
Genetic algorithms assisted by similarity-based metamodels.
Leonardo Goliatt da Fonseca
2009 B conf
A similarity-based surrogate model for expensive evolutionary optimization with fixed budget of simulations.
IEEE Congress on Evolutionary Computation
Leonardo Goliatt da Fonseca, Helio J. C. Barbosa, Afonso C. C. Lemonge
2008 B conf
A new hybrid AIS-GA for constrained optimization problems in mechanical engineering.
IEEE Congress on Evolutionary Computation
Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca
2007 — conf
A Stochastic Rank-Based Ant System for Discrete Structural Optimization.
SIS
Leonardo Goliatt da Fonseca, Priscila V. S. Z. Capriles, Helio J. C. Barbosa, Afonso C. C. Lemonge