Identification, structure selection and validation of uncertain models with set-membership error description
G. Belforte,
B. Bona and
V. Cerone
Mathematics and Computers in Simulation (MATCOM), 1990, vol. 32, issue 5, 561-569
Abstract:
This paper discusses the problem of parameter identification in presence of errors and uncertainties characterized by a set-membership description. Some relations existing between posterior identifiability, structure selection and validation, and the influence of modeling and measurement error are pointed out. Both theoretical and algorithmic problems are discussed; special attention is devoted to the influence of various assumptions and a priori information on the algorithmic complexity. Finally a practical example, derived from the tuning procedure of a digital voltmeter in an intelligent measurement equipment, is presented.
Date: 1990
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Persistent link: https://EconPapers.repec.org/RePEc:eee:matcom:v:32:y:1990:i:5:p:561-569
DOI: 10.1016/0378-4754(90)90012-8
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