TY - GEN
T1 - A filtering approach for model selection
AU - Carvajal, Rodrigo
AU - Godoy, Boris I.
AU - Agüero, Juan C.
AU - Yuz, Juan I.
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84858963868&partnerID=8YFLogxK
U2 - 10.1109/ICCA.2011.6137993
DO - 10.1109/ICCA.2011.6137993
M3 - Conference contribution
AN - SCOPUS:84858963868
SN - 9781457714757
T3 - IEEE International Conference on Control and Automation, ICCA
SP - 47
EP - 52
BT - 2011 9th IEEE International Conference on Control and Automation, ICCA 2011
T2 - 9th IEEE International Conference on Control and Automation, ICCA 2011
Y2 - 19 December 2011 through 21 December 2011
ER -