Leonardo Goliatt da Fonseca

ORCID

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 11

Top Venues

CEC

IEEE Congress on Evolutionary Computation

ICCSA (1)

EPIA

Laboratório Nacional de Computação Científica, Brazil (PHD)

Education History

Laboratório Nacional de Computação Científica, Brazil

PHD

Publications

Grasiele Regina Duarte, Afonso Celso de Castro Lemonge, Leonardo Goliatt da Fonseca, Beatriz Souza Leite Pires de Lima
An Island Model based on Stigmergy to solve optimization problems. Nat. Comput. 20 (3) (2021)
Igor Michel Santos Leite, João Daniel Madureira Yamim, Leonardo Goliatt da Fonseca
The DeepONets for Finance: An Approach to Calibrate the Heston Model. EPIA (2021)
Camila Martins Saporetti, Leonardo Goliatt da Fonseca, Egberto Pereira
A Lithology Identification Approach Based on Machine Learning With Evolutionary Parameter Tuning. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Luciana Conceição Dias Campos, Leonardo Goliatt da Fonseca, Tales L. Fonseca, Gabriel Dias de Abreu, Letícia Florentino Pires, Yulia Gorodetskaya
Short-Term Streamflow Forecasting for Paraíba do Sul River Using Deep Learning. EPIA (1) (2019)
Leonardo Goliatt da Fonseca, Michèle Cristina Resende Farage
An Extreme Learning Machine with Feature Selection for Estimating Mechanical Properties of Lightweight Aggregate Concretes. CEC (2018)
Leonardo Goliatt da Fonseca, Priscila V. S. Z. Capriles, Grasiele Regina Duarte
Modeling Heating and Cooling Loads in Buildings Using Gaussian Processes. CEC (2018)
Grasiele Regina Duarte, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca
A New Strategy to Evaluate the Attractiveness in a Dynamic Island Model. CEC (2018)
Rafaela Abreu Campos, Renan Piazzaroli Finotti Amaral, Ivan Fabio Mota de Menezes, Leonardo Goliatt da Fonseca, Moises Luiz Lagares, Eduardo Pestana de Aguiar
Classification of Short Circuit GMA Welding using Type-1 and Singleton Fuzzy Logic System. FUZZ-IEEE (2018)
Camila Martins Saporetti, Grasiele Regina Duarte, Tales L. Fonseca, Leonardo Goliatt da Fonseca, Egberto Pereira
Extreme Learning Machine combined with a Differential Evolution algorithm for lithology identification. RITA 25 (4) (2018)
Rodrigo Barbosa de Santis, Eduardo Pestana de Aguiar, Leonardo Goliatt da Fonseca
Predicting material backorders in inventory management using machine learning. LA-CCI (2017)
Grasiele Regina Duarte, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca
A dynamic migration policy to the Island Model. CEC (2017)
Leonardo Goliatt da Fonseca, Heder S. Bernardino, Helio J. C. Barbosa
A Genetic Algorithm Assisted by a Locally Weighted Regression Surrogate Model. ICCSA (1) (2012)
Leonardo Goliatt da Fonseca, Afonso C. C. Lemonge, Helio J. C. Barbosa
A study on fitness inheritance for enhanced efficiency in real-coded genetic algorithms. IEEE Congress on Evolutionary Computation (2012)
Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca
Surrogate-assisted clonal selection algorithms for expensive optimization problems. Evol. Intell. 4 (2) (2011)
Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca
A Faster Clonal Selection Algorithm for Expensive Optimization Problems. ICARIS (2010)
Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca, Heder S. Bernardino
Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems. SEAL (2010)
Leonardo Goliatt da Fonseca, Helio J. C. Barbosa, Afonso C. C. Lemonge
A similarity-based surrogate model for expensive evolutionary optimization with fixed budget of simulations. IEEE Congress on Evolutionary Computation (2009)
Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca
A new hybrid AIS-GA for constrained optimization problems in mechanical engineering. IEEE Congress on Evolutionary Computation (2008)
Leonardo Goliatt da Fonseca, Priscila V. S. Z. Capriles, Helio J. C. Barbosa, Afonso C. C. Lemonge
A Stochastic Rank-Based Ant System for Discrete Structural Optimization. SIS (2007)

Leonardo Goliatt da Fonseca.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Leonardo Goliatt da Fonseca