Scheme of evolutionary construction of regression models
Problemy fiziki, matematiki i tehniki, no. 4 (2019), pp. 83-91.

Voir la notice de l'article provenant de la source Math-Net.Ru

A scheme of the evolutionary design of a model of a system of a regression type is presented. It consistently reflects the bifurcation points in the following ways: setting goal, a selective description of the conceptual representation of factors, forming factor signs, representation of a selective descriptions, formation of class-prototypes, combining class-prototypes into chain, construction of final classification of their coverage, and developing a balancing of the process of building a regression model.
Keywords: evolutionary modeling, regression analysis, active system.
Mots-clés : classification
@article{PFMT_2019_4_a16,
     author = {N. B. Osipenko and A. N. Osipenko},
     title = {Scheme of evolutionary construction of regression models},
     journal = {Problemy fiziki, matematiki i tehniki},
     pages = {83--91},
     publisher = {mathdoc},
     number = {4},
     year = {2019},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/PFMT_2019_4_a16/}
}
TY  - JOUR
AU  - N. B. Osipenko
AU  - A. N. Osipenko
TI  - Scheme of evolutionary construction of regression models
JO  - Problemy fiziki, matematiki i tehniki
PY  - 2019
SP  - 83
EP  - 91
IS  - 4
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/PFMT_2019_4_a16/
LA  - ru
ID  - PFMT_2019_4_a16
ER  - 
%0 Journal Article
%A N. B. Osipenko
%A A. N. Osipenko
%T Scheme of evolutionary construction of regression models
%J Problemy fiziki, matematiki i tehniki
%D 2019
%P 83-91
%N 4
%I mathdoc
%U http://geodesic.mathdoc.fr/item/PFMT_2019_4_a16/
%G ru
%F PFMT_2019_4_a16
N. B. Osipenko; A. N. Osipenko. Scheme of evolutionary construction of regression models. Problemy fiziki, matematiki i tehniki, no. 4 (2019), pp. 83-91. http://geodesic.mathdoc.fr/item/PFMT_2019_4_a16/

[1] A.N. Osipenko, Metod i sredstva avtomatizatsii modelirovaniya aktivnykh sistem, avtoref. dis. ... kand. tekhn. nauk: 05.13.18, GGU im. F. Skoriny, Gomel, 1997, 16 pp.

[2] A.N. Osipenko, N.B. Osipenko, “O formirovanii empiricheskogo obraza dannykh”, NTI. Ser. 2, M., 1990, 30–35

[3] A.N. Osipenko, P.N. Stribuk, “Sistematizatsiya postradavshikh v rezultate chernobylskoi katastrofy selskokhozyaistvennykh predpriyatii i vybor napravlenii ikh ekonomicheskogo razvitiya”, Izvestiya Akademii agrarnykh nauk RB, 2001, no. 2, 20–26

[4] A.N. Osipenko, N.B. Osipenko, P.N. Stribuk, “Vyyavlenie prichinno-sledstvennykh svyazei v kompyuternom modelirovanii sotsialnykh i prirodnykh sistem”, Izvestiya Gomelskogo gosudarstvennogo universiteta im. F. Skoriny, 2002, no. 6 (15), 105–109

[5] A.N. Osipenko i dr., “Postroenie modeli faktorov zdorovya selskogo naseleniya po dannym skriningovogo obsledovaniya”, Izvestiya Gomelskogo gosudarstvennogo universiteta im. F. Skoriny, 2006, no. 4 (37), 113–115

[6] N.B. Osipenko i dr., “Primer primeneniya metoda korrelyatsionno-regressionnogo analiza v proizvodstvennoi probleme”, Izvestiya Gomelskogo gosudarstvennogo universiteta im. F. Skoriny, 2011, no. 4 (67), 59–64

[7] A.N. Osipenko i dr., “Klasterno-regressionnaya model otsenki dozy vnutrennego oblucheniya zhitelei selskikh naselennykh punktov”, Prognoz, profilaktika, lechenie i mediko-psikhologicheskaya reabilitatsiya postradavshikh, Minsk, 1995, 37–41

[8] A.N. Osipenko, N.B. Osipenko, V.N. Podobedov, “Kontseptsiya kompleksnogo modelirovaniya postavariinykh protsessov zhiznedeyatelnosti sotsiuma naselennogo punkta”, Meditsinskie posledstviya Chernobylskoi katastrofy, Sb. statei nauchno-prakticheskoi konf. (Minsk, 1997), 263–268

[9] A.N. Osipenko, N.B. Osipenko, V.N. Podobedov, “Algopitm analiza dannykh na baze popyadkovogo ppostpanstva ppiznakov”, Vopposy ekonomiki i opganizatsii infopmatsionnykh tekhnologii, Matep. Vsesoyuz. nauch.-ppakt. konf. (Gomel, 1991), v. 2, 28–30

[10] S.A. Aivazyan, V.M. Bukhshtaber, I.S. Enyukov, Prikladnaya statistika: Klassifikatsiya i snizhenie razmernosti, spravochnoe izd., Finansy i statistika, M., 1989, 605 pp.

[11] A.G. Ivakhnenko, Yu.P. Yurachkovskii, Modelirovanie slozhnykh sistem po eksperimentalnym dannym, Radio i svyaz, M., 1987, 120 pp.