ConferencePaper
IEEE International Conference on Control and Automation, ICCA  (2011)

A filtering approach for model selection

Carvajal R.; Godoy, B.I.; Aguero, J.C.; Yuz J.I.

Keywords: model, algorithm, selection, algorithms, theory, parameter, filtering, Initial, Iterative

Abstract

In this paper, we propose an iterative algorithm to perform model selection. This algorithm is a sequential technique that utilizes ideas from filtering theory. We found that the value of initial parameters in our method plays a key role in selecting models. We study the effect of those parameters, and propose guidelines on how to choose them. Finally, we explore and discuss extensions of the algorithm. © 2011 IEEE.

Más información

Título de la Revista: IEEE International Conference on Control and Automation, ICCA
Editorial: Society of Laparoendoscopic Surgeons
Fecha de publicación: 2011
Página de inicio: 47
Página final: 52
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84858963868&partnerID=q2rCbXpz