IDENTIFICATION, STRUCTURE SELECTION AND VALIDATION OF UNCERTAIN MODELS WITH SET-MEMBERSHIP ERROR DESCRIPTION

被引：15

作者：

BELFORTE, G ^{[1
]}

BONA, B ^{[1
]}

CERONE, V ^{[1
]}

机构：

[1] POLITECN TORINO, DIPARTIMENTO AUTOMAT & INFORMAT, I-10129 TURIN, ITALY

来源：

MATHEMATICS AND COMPUTERS IN SIMULATION | 1990年 / 32卷 / 5-6期

关键词：

D O I：

10.1016/0378-4754(90)90012-8

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

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.

引用

页码：561 / 569

页数：9

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