Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm

S
SBRN
2002
VII Brazilian Symposium on Neural Networks (SBRN'02)
Abstract - Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm

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	Similar Articles Articles by Marcelo Azevdo Costa Articles by Antônio Pádua Braga Articles by Benjamin Rodrigues de Menezes Articles by Gustavo Guimarães Parma Articles by Roselito de Albuquerque Teixeria

VII Brazilian Symposium on Neural Networks (SBRN'02)

Pernambuco, Brazil

November 11-November 14

ISBN: 0-7695-1709-9

	ASCII Text	x
	Marcelo Azevdo Costa, Antônio Pádua Braga, Benjamin Rodrigues de Menezes, Gustavo Guimarães Parma, Roselito de Albuquerque Teixeria, "Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm," Neural Networks, Brazilian Symposium on, pp. 38, VII Brazilian Symposium on Neural Networks (SBRN'02), 2002.

	BibTex	x
	@article{ 10.1109/SBRN.2002.1181432, author = {Marcelo Azevdo Costa and Antônio Pádua Braga and Benjamin Rodrigues de Menezes and Gustavo Guimarães Parma and Roselito de Albuquerque Teixeria}, title = {Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm}, journal ={Neural Networks, Brazilian Symposium on}, volume = {0}, year = {2002}, isbn = {0-7695-1709-9}, pages = {38}, doi = {http://doi.ieeecomputersociety.org/10.1109/SBRN.2002.1181432}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Neural Networks, Brazilian Symposium on TI - Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm SN - 0-7695-1709-9 SP EP A1 - Marcelo Azevdo Costa, A1 - Antônio Pádua Braga, A1 - Benjamin Rodrigues de Menezes, A1 - Gustavo Guimarães Parma, A1 - Roselito de Albuquerque Teixeria, PY - 2002 KW - null VL - 0 JA - Neural Networks, Brazilian Symposium on ER -

Marcelo Azevdo Costa, Federal University of Minas Gerais

Antônio Pádua Braga, Federal University of Minas Gerais

Benjamin Rodrigues de Menezes, Federal University of Minas Gerais

Gustavo Guimarães Parma, Federal University of Minas Gerais

Roselito de Albuquerque Teixeria, Federal University of Minas Gerais

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SBRN.2002.1181432

This paper presents a new sliding mode control algorithm that is able to guide the trajectory of a Multi-Layer Perceptron (MLP) within the plane formed by the two objectives: training set error and norm of the weight vectors. The results show that the neural networks obtained are able to generate the Pareto set, from which a model with the smallest validation error is selected.

Citation:

Marcelo Azevdo Costa, Antônio Pádua Braga, Benjamin Rodrigues de Menezes, Gustavo Guimarães Parma, Roselito de Albuquerque Teixeria, "Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm," sbrn, pp.38, VII Brazilian Symposium on Neural Networks (SBRN'02), 2002

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