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Evolving nonlinear time-series models using evolutionary programming

Published • Jan 20, 2003
NobleIDNI7P86W99R40S76
Authors:
S. Rao Sathyanarayan
,
H.K. Birru
,
Kumar Chellapilla

Abstract

Different variants of evolutionary programming (EP) have been proposed recently to determine the order and parameters of time series models. Unlike conventional algorithms, the model order and coefficients are evolved simultaneously in evolutionary algorithms. In this paper, the performance of the d...

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