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Search: authors:"Himer Avila-George"

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Multilayer perceptron architecture optimization using parallel computing techniques

The objective of this research was to develop a methodology for optimizing multilayer-perceptron-type neural networks by evaluating the effects of three neural architecture parameters, namely, number of hidden layers (HL), neurons per hidden layer (NHL), and activation function type (AF), on the sum of squares error (SSE). The data for the study were obtained from quality...

New Bounds for Ternary Covering Arrays Using a Parallel Simulated Annealing

: John Gunnar Carlsson Copyright © 2012 Himer Avila-George et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution

Optimal shortening of uniform covering arrays

/ 44 Writing ± original draft: Jose Torres-Jimenez, Himer Avila-George, Oscar Carrizalez Turrubiates. Writing ± review & editing: Jose Torres-Jimenez, Nelson Rangel-Valdez, Himer Avila George