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Journal of Automation and Information Sciences

年間 12 号発行

ISSN 印刷: 1064-2315

ISSN オンライン: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

Indexed in

Investigation of Efficiency of Additional Determination Method of the Model Selection in the Modeling Problems by Application of GMDH Algorithm

巻 40, 発行 3, 2008, pp. 47-58
DOI: 10.1615/JAutomatInfScien.v40.i3.50
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要約

The problem of optimal model selection often occurs in real problems of modeling because there can be several equally accurate models. For this case the method of model additional determination by additional bias criterion is proposed. At first the regularity criterion is calculated, then if it is impossible to select the optimal model, the additional bias criterion is calculated for the models that belong to the interval of uncertainty. The examples of model additional determination are shown in the selection problem of aircraft surface material.

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