A Multi-Objective Optimization Approach for Training Artificial Neural Networks. - Roselito de Albuquerque Teixeira; Antônio de Pádua Braga; Ricardo H. C. Takahashi; Rodney R. Saldanha (SBRN, 2000)

Improving generalization of MLPs with multi-objective optimization. - Roselito de Albuquerque Teixeira; Antônio de Pádua Braga; Ricardo H. C. Takahashi; Rodney R. Saldanha (Neurocomputing, 2000)

Recent Advances in the MOBJ Algorithm for Training Artifical Neural Networks. - Roselito de Albuquerque Teixeira; Antônio de Pádua Braga; Ricardo H. C. Takahashi; Rodney R. Saldanha (Int. J. Neural Syst., 2001)

Decisior Implementation in Neural Model Selection by Multi-objective Optimization. - Roselito de Albuquerque Teixeira; Antônio de Pádua Braga; Ricardo H. C. Takahashi; Rodney R. Saldanha (SBRN, 2002)

Constraint quadratic approximation operator for treating equality constraints with genetic algorithms. - Elizabeth F. Wanner; Frederico G. Guimarães; Rodney R. Saldanha; Ricardo H. C. Takahashi; Peter J. Fleming (Congress on Evolutionary Computation, 2005)

The Usage of Golden Section in Calculating the Efficient Solution in Artificial Neural Networks Training by Multi-objective Optimization. - Roselito de Albuquerque Teixeira; Antônio de Pádua Braga; Rodney R. Saldanha; Ricardo H. C. Takahashi; Talles Henrique de Medeiros (ICANN (1), 2007)

Filtering Noise in Regression Problems Using a Multiobjective Learning Algorithm. - Douglas A. G. Vieira; X. L. Travassos Jr.; Vasile Palade; Rodney R. Saldanha (ICTAI (2), 2008)

Signal denoising in engineering problems through the minimum gradient method. - Douglas A. G. Vieira; Xisto Lucas Travassos; Rodney R. Saldanha; Vasile Palade (Neurocomputing, 2009)

A VND-ILS Heuristic to Solve the RWA Problem. - Alexandre Xavier Martins; Christophe Duhamel; Maurício Cardoso de Souza; Rodney Rezende Saldanha; Philippe Mahey (INOC, 2011)

Estimating the Convection Heat Transfer Coefficient of a Run-Out Cooling Table in a Steel-Making Process by Neural Networks. - Glaucio Barros Barcelos; Douglas Alexandre Gomes Vieira; Rodney Rezende Saldanha; Luciano Lellis Miranda (ICMLA (1), 2012)

Variable neighborhood descent with iterated local search for routing and wavelength assignment. - Alexandre Xavier Martins; Christophe Duhamel; Philippe Mahey; Rodney Rezende Saldanha; Maurício C. de Souza (Comput. Oper. Res., 2012)

Multicriteria optimization with a multiobjective golden section line search. - Douglas A. G. Vieira; Ricardo H. C. Takahashi; Rodney R. Saldanha (Math. Program., 2012)

Application of modular multilevel converter for HVDC transmission with selective harmonics. - Bruno R. Baroni; Marcos A. Severo Mendes; Porfírio C. Cortizo; Adriano Chaves Lisboa; Rodney R. Saldanha (IECON, 2013)

A Tabu Search Approach for the Prize Collecting Traveling Salesman Problem. - Odivaney Pedro; Rodney Rezende Saldanha; Ricardo Saraiva de Camargo (Electron. Notes Discret. Math., 2013)

A Comparative Study of Extreme Learning Machine Pruning Based on Detection of Linear Independence. - Leonardo D. Tavares; Rodney Rezende Saldanha; Douglas A. G. Vieira; Adriano Chaves Lisboa (ICTAI, 2014)

A Proposed Extreme Learning Machine Pruning Based on the Linear Combination of the Input Data and the Output Layer Weights. - Leonardo D. Tavares; Rodney R. Saldanha; Douglas A. G. Vieira; Adriano Chaves Lisboa (IDEAL, 2014)

Extreme learning machine with initialized hidden weight. - Leonardo D. Tavares; Rodney R. Saldanha; Douglas A. G. Vieira (INDIN, 2014)

Surgical scheduling with simultaneous employment of specialised human resources. - Thiago Augusto de Oliveira Silva; Maurício C. de Souza; Rodney R. Saldanha; Edmund K. Burke (Eur. J. Oper. Res., 2015)

A prediction algorithm for data analysis in GPR-based surveys. - J. B. Rodriguez; Mario Fernández Pantoja; X. L. Travassos Jr.; Douglas A. G. Vieira; Rodney R. Saldanha (Neurocomputing, 2015)

Extreme learning machine with parallel layer perceptrons. - Leonardo D. Tavares; Rodney R. Saldanha; Douglas A. G. Vieira (Neurocomputing, 2015)

Model-hierarchical column generation and heuristic for the routing and wavelength assignment problem. - Christophe Duhamel; Philippe Mahey; Alexandre Xavier Martins; Rodney Rezende Saldanha; Maurício C. de Souza (4OR, 2016)

An evolutionary multiobjective based approach to improve robustness in directional overcurrent relay coordination. - Mateus H. Costa; Martín Gómez Ravetti; Rodney R. Saldanha; Eduardo G. Carrano (CEC, 2017)

Advanced fuzzy time series applied to short term load forecasting. - Guilherme Costa Silva; Joao L. R. Silva; Adriano Chaves Lisboa; Douglas A. G. Vieira; Rodney R. Saldanha (LA-CCI, 2017)

CFS-PML-DEC formulation in two-dimensional convex and non-convex domains. - A. S. Moura; E. J. Silva; W. G. Facco; Rodney R. Saldanha (Comput. Math. Appl., 2018)

On Modelling and Simulating Open Pit Mine Through Stochastic Timed Petri Nets. - Adriano Chaves Lisboa; Flávio H. B. De Souza; César M. Ribeiro; Carlos A. Maia; Rodney R. Saldanha; Felipe L. B. Castro; Douglas A. G. Vieira (IEEE Access, 2019)

Application of meta-heuristic methods to generation expansion planning: advanced formulations and case studies. - Guilherme Costa Silva; Frederico Gualberto F. Coelho; Adriano Chaves Lisboa; Douglas A. G. Vieira; Rodney R. Saldanha (Artif. Intell. Rev., 2020)

Alternative proposal of the high-order Gauss quadrature for reference triangle in the generalized finite element method. - W. G. Facco; R. C. Silva; K. F. O. Santos; E. J. Silva; A. S. Moura; Rodney R. Saldanha (Comput. Math. Appl., 2020)

Iterative Configuration of T-Timed Colored Petri Nets by a MILP Model for Rail Freight Volume and Rolling Stock Planning. - Grazielle F. da Silva; Lucas S. M. Guedes; Rodney R. Saldanha; Carlos Andrey Maia; Tomas B. F. Tamantini (IEEE Access, 2025)