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ORCIDGuilherme Ferreira Gomes
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2020 – today
- 2024
[j21]João Luiz Junho Pereira
, Matheus Brendon Francisco, Benedict Jun Ma, Guilherme Ferreira Gomes, Ana Carolina Lorena:
Golden lichtenberg algorithm: a fibonacci sequence approach applied to feature selection. Neural Comput. Appl. 36(32): 20493-20511 (2024)- 2023
- [j20]João Luiz Junho Pereira, Guilherme Ferreira Gomes:
Multi-objective sunflower optimization: A new hypercubic meta-heuristic for constrained engineering problems. Expert Syst. J. Knowl. Eng. 40(8) (2023) - [j19]João Luiz Junho Pereira, Benedict Jun Ma, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Guilherme Ferreira Gomes:
A comparison between chaos theory and Lévy flights in sunflower optimization for feature selection. Expert Syst. J. Knowl. Eng. 40(8) (2023) - [j18]Evandro Gabriel Magacho, Ariosto Bretanha Jorge, Guilherme Ferreira Gomes:
Inverse problem based multiobjective sunflower optimization for structural health monitoring of three-dimensional trusses. Evol. Intell. 16(1): 247-267 (2023) - [j17]João Luiz Junho Pereira, Matheus Brendon Francisco, Fabricio Alves de Almeida, Benedict Jun Ma, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes:
Enhanced Lichtenberg algorithm: a discussion on improving meta-heuristics. Soft Comput. 27(21): 15619-15647 (2023) - 2022
- [j16]João Luiz Junho Pereira, Guilherme Antônio Oliver, Matheus Brendon Francisco, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes:
Multi-objective lichtenberg algorithm: A hybrid physics-based meta-heuristic for solving engineering problems. Expert Syst. Appl. 187: 115939 (2022) - [j15]Fabricio Alves de Almeida, Ana Carolina Oliveira Santos, Anderson Paulo de Paiva, Guilherme Ferreira Gomes, José Henrique de Freitas Gomes:
Multivariate Taguchi loss function optimization based on principal components analysis and normal boundary intersection. Eng. Comput. 38(2): 1627-1643 (2022) - [j14]Guilherme Ferreira Gomes, Rafael Simões Giovani:
An efficient two-step damage identification method using sunflower optimization algorithm and mode shape curvature (MSDBI-SFO). Eng. Comput. 38(2): 1711-1730 (2022) - [j13]Guilherme Antônio Oliver, João Luiz Junho Pereira, Matheus Brendon Francisco, Antonio Carlos Ancelotti Jr., Guilherme Ferreira Gomes:
Parameter tuning for wavelet transform-based damage index using mixture design. Eng. Comput. 38(4): 3609-3630 (2022) - [j12]João Luiz Junho Pereira, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes:
Deep multiobjective design optimization of CFRP isogrid tubes using lichtenberg algorithm. Soft Comput. 26(15): 7195-7209 (2022) - 2021
- [j11]Fabricio Alves de Almeida, Luiz Gustavo De Mello, Estevão Luiz Romão, Guilherme Ferreira Gomes, José Henrique de Freitas Gomes, Anderson Paulo de Paiva, Jacques Miranda Filho, Pedro Paulo Balestrassi:
A PCA-Based Consistency and Sensitivity Approach for Assessing Linkage Methods in Voltage Sag Studies. IEEE Access 9: 84871-84885 (2021) - [j10]João Luiz Junho Pereira, Matheus Brendon Francisco, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes:
A powerful Lichtenberg Optimization Algorithm: A damage identification case study. Eng. Appl. Artif. Intell. 97: 104055 (2021) - [j9]João Luiz Junho Pereira, Matheus Brendon Francisco, Camila Aparecida Diniz, Guilherme Antônio Oliver, Sebastiao Simões da Cunha Jr., Guilherme Ferreira Gomes:
Lichtenberg algorithm: A novel hybrid physics-based meta-heuristic for global optimization. Expert Syst. Appl. 170: 114522 (2021) - [j8]Guilherme Ferreira Gomes, Fabricio Alves de Almeida, Antonio Carlos Ancelotti Jr., Sebastiao Simões da Cunha Jr.:
Inverse structural damage identification problem in CFRP laminated plates using SFO algorithm based on strain fields. Eng. Comput. 37(4): 3771-3791 (2021) - [j7]Guilherme Antônio Oliver, Antonio Carlos Ancelotti Jr., Guilherme Ferreira Gomes:
Neural network-based damage identification in composite laminated plates using frequency shifts. Neural Comput. Appl. 33(8): 3183-3194 (2021) - 2020
- [j6]Guilherme Ferreira Gomes, Fabricio Alves de Almeida:
Tuning metaheuristic algorithms using mixture design: Application of sunflower optimization for structural damage identification. Adv. Eng. Softw. 149: 102877 (2020) - [j5]Fabricio Alves de Almeida, Rodrigo Reis Leite, Guilherme Ferreira Gomes, José Henrique de Freitas Gomes, Anderson Paulo de Paiva:
Multivariate data quality assessment based on rotated factor scores and confidence ellipsoids. Decis. Support Syst. 129 (2020) - [j4]Guilherme Ferreira Gomes, João Vitor Purcino Pereira:
Sensor placement optimization and damage identification in a fuselage structure using inverse modal problem and firefly algorithm. Evol. Intell. 13(4): 571-591 (2020) - [j3]Ronny Francis Ribeiro Junior, Fabricio Alves de Almeida, Guilherme Ferreira Gomes:
Fault classification in three-phase motors based on vibration signal analysis and artificial neural networks. Neural Comput. Appl. 32(18): 15171-15189 (2020)
2010 – 2019
- 2019
- [j2]Guilherme Ferreira Gomes, Fabricio Alves de Almeida, Patricia da Silva Lopes Alexandrino, Sebastiao Simões da Cunha Jr., Bruno Silva de Sousa, Antonio Carlos Ancelotti Jr.:
A multiobjective sensor placement optimization for SHM systems considering Fisher information matrix and mode shape interpolation. Eng. Comput. 35(2): 519-535 (2019) - [j1]Guilherme Ferreira Gomes, Sebastiao Simões da Cunha Jr., Antonio Carlos Ancelotti Jr.:
A sunflower optimization (SFO) algorithm applied to damage identification on laminated composite plates. Eng. Comput. 35(2): 619-626 (2019) - [c1]Taynara Incerti de Paula, Guilherme Ferreira Gomes, José Henrique de Freitas Gomes, Anderson Paulo de Paiva:
A Mixture Design of Experiments Approach for Genetic Algorithm Tuning Applied to Multi-objective Optimization. WCGO 2019: 600-610
Coauthor Index
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