Frederico Gadelha Guimarães
Frederico Gadelha Guimarães
Department of Electrical Engineering, Universidade Federal de Minas Gerais
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A clonal selection algorithm for optimization in electromagnetics
F Campelo, FG Guimarães, H Igarashi, JA Ramírez
IEEE Transactions on Magnetics 41 (5), 1736-1739, 2005
Electric distribution network expansion under load-evolution uncertainty using an immune system inspired algorithm
EG Carrano, FG Guimarães, RHC Takahashi, OM Neto, F Campelo
IEEE Transactions on Power Systems 22 (2), 851-861, 2007
Multi-agent systems applied for energy systems integration: State-of-the-art applications and trends in microgrids
VN Coelho, MW Cohen, IM Coelho, N Liu, FG Guimarães
Applied energy 187, 820-832, 2017
A self-adaptive evolutionary fuzzy model for load forecasting problems on smart grid environment
VN Coelho, IM Coelho, BN Coelho, AJR Reis, R Enayatifar, MJF Souza, ...
Applied Energy 169, 567-584, 2016
Multi-objective energy storage power dispatching using plug-in vehicles in a smart-microgrid
VN Coelho, IM Coelho, BN Coelho, MW Cohen, AJR Reis, SM Silva, ...
Renewable Energy 89, 730-742, 2016
A modified immune network algorithm for multimodal electromagnetic problems
F Campelo, FG Guimarães, H Igarashi, JA Ramírez, S Noguchi
IEEE transactions on magnetics 42 (4), 1111-1114, 2006
Feature extraction in Brazilian Sign Language Recognition based on phonological structure and using RGB-D sensors
SGM Almeida, FG Guimarães, JA Ramírez
Expert Systems with Applications 41 (16), 7259-7271, 2014
A multi-objective model for the green capacitated location-routing problem considering environmental impact
EM Toro, JF Franco, MG Echeverri, FG Guimarães
Computers & Industrial Engineering 110, 114-125, 2017
Short-term load forecasting method based on fuzzy time series, seasonality and long memory process
HJ Sadaei, FG Guimarães, CJ da Silva, MH Lee, T Eslami
International Journal of Approximate Reasoning 83, 196-217, 2017
Pareto cone ε-dominance: improving convergence and diversity in multiobjective evolutionary algorithms
LS Batista, F Campelo, FG Guimarães, JA Ramírez
International Conference on Evolutionary Multi-Criterion Optimization, 76-90, 2011
A GPU deep learning metaheuristic based model for time series forecasting
IM Coelho, VN Coelho, EJS Luz, LS Ochi, FG Guimarães, E Rios
Applied Energy 201, 412-418, 2017
Local search with quadratic approximations into memetic algorithms for optimization with multiple criteria
EF Wanner, FG Guimarães, RHC Takahashi, PJ Fleming
Evolutionary computation 16 (2), 185-224, 2008
A cooperative coevolutionary algorithm for the multi-depot vehicle routing problem
FB de Oliveira, R Enayatifar, HJ Sadaei, FG Guimarães, JY Potvin
Expert Systems with Applications 43, 117-130, 2016
Aggregation trees for visualization and dimension reduction in many-objective optimization
ARR de Freitas, PJ Fleming, FG Guimarães
Information Sciences 298, 288-314, 2015
A meshless method for electromagnetic field computation based on the multiquadric technique
FG Guimarães, RR Saldanha, RC Mesquita, DA Lowther, JA Ramírez
IEEE Transactions on Magnetics 43 (4), 1281-1284, 2007
Multiobjective approaches for robust electromagnetic design
FG Guimarães, DA Lowther, JA Ramírez
IEEE transactions on magnetics 42 (4), 1207-1210, 2006
A comparison of dominance criteria in many-objective optimization problems
LS Batista, F Campelo, FG Guimarães, JA Ramírez
2011 IEEE Congress of Evolutionary Computation (CEC), 2359-2366, 2011
Using differential evolution for combinatorial optimization: A general approach
RS Prado, RCP Silva, FG Guimarães, OM Neto
2010 IEEE International Conference on Systems, Man and Cybernetics, 11-18, 2010
Optimization of cost functions using evolutionary algorithms with local learning and local search
FG Guimarães, F Campelo, H Igarashi, DA Lowther, JA Ramírez
IEEE Transactions on Magnetics 43 (4), 1641-1644, 2007
Overview of artificial immune systems for multi-objective optimization
F Campelo, FG Guimarães, H Igarashi
International Conference on Evolutionary Multi-Criterion Optimization, 937-951, 2007
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