Inscrição na biblioteca: Guest
Portal Digital Begell Biblioteca digital da Begell eBooks Diários Referências e Anais Coleções de pesquisa
Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN Imprimir: 1064-2315
ISSN On-line: 2163-9337

Volume 51, 2019 Volume 50, 2018 Volume 49, 2017 Volume 48, 2016 Volume 47, 2015 Volume 46, 2014 Volume 45, 2013 Volume 44, 2012 Volume 43, 2011 Volume 42, 2010 Volume 41, 2009 Volume 40, 2008 Volume 39, 2007 Volume 38, 2006 Volume 37, 2005 Volume 36, 2004 Volume 35, 2003 Volume 34, 2002 Volume 33, 2001 Volume 32, 2000 Volume 31, 1999 Volume 30, 1998 Volume 29, 1997 Volume 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v47.i10.50
pages 45-59

Matching of External Criterion and Method of Sample Partitioning for Solving Problem of Structural-Parametric Identification by Group Method of Data Handling

Nina V. Kondrashova
International Research and Training Center of Information Technologies and Systems of National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, Kiev, Ukraine


We investigated the validity of the joint application of the data partitioning method and criterion of external additions in finding the most accurate models. Quasi-optimal partitions for all ratios of sizes of the initial matrices are described. GMDH external criteria are comprehensively investigated. Their use in certain types of optimal ways of partitioning the sample is theoretically justified. If the condition of proportionality of data is satisfied, it was theoretically substantiated and confirmed in numerical experiments that the criterion of parameters unbiasedness is not "adequate" to noise while minimizing the criterion of the sample division, it takes place only when it is maximized.

Articles with similar content:

On the Properties and Estimates for Prime Numbers Sequences
Journal of Automation and Information Sciences, Vol.47, 2015, issue 12
Evgeniy V. Ivokhin , Dmitriy A. Vadnev
On Nonstationary Differential Games of the Group Approach
Journal of Automation and Information Sciences, Vol.45, 2013, issue 9
Iryna Iu. Kryvonos
Game Problems for a Class of Hereditary Systems
Journal of Automation and Information Sciences, Vol.29, 1997, issue 2-3
L. V. Baranovskaya, Alexey A. Chikriy
Telecommunications and Radio Engineering, Vol.73, 2014, issue 9
R. M. Didkovski, Mikhail E. Ilchenko, T. M. Narytnyk
Measurable Many-Valued Maps and Their Selectors in Dynamic Pursuit Games
Journal of Automation and Information Sciences, Vol.38, 2006, issue 1
Iosif S. Rappoport, Arkadiy A. Chikriy