2 citations · 2 across the 3 of their papers we have counts for
3 papers
Meta-Model Structure Selection: Building Polynomial NARX Model for Regression and Classification
W. R. Lacerda Junior, S. A. M. Martins, E. G. Nepomuceno
This work presents a new meta-heuristic approach to select the structure of polynomial NARX models for regression and classification problems. The method takes into account the com…
Identificação de Sistemas Não Lineares Utilizando o Algoritmo Híbrido e Binário de Otimização por Enxame de Partículas e Busca Gravitacional
W. R. Lacerda Junior, S. A. M. Martins, E. G. Nepomuceno
This work presents a new meta-heuristic approach to model structure selection of polynomial NARX models. In this respect, the technique penalizes the models based on the individual…
Identification of Dynamic Systems with Interval Arithmetic
Márcia L. C. Peixoto, Marco T. R. Matos, Wilson R. Lacerda Júnior +2
This paper aims to identify three electrical systems: a series RLC circuit, a motor/generator coupled system, and the Duffing-Ueda oscillator. In order to obtain the system's model…