Search by:
Year of publication
Author name
Paper title
Evolutionary algorithm of the optimal classification
Full text (PDF)
UDC: 519.8
Publication Language: Russian
Stuc. intelekt. 2015; 20(3-4):98-104
Abstract: Research results evolutionarily fragmented model to find the optimal classification presented in the work. It has shown that the problem of finding an optimal classification on a finite set considered as a challenge for the fragmented structure. An evolutionarily fragmented model of the problem of classification on a set of permutations is proposed.
Keywords: classification problem, fragmented structure, evolutionary model.
References:
- Ayvazyan S.A., Buhshtaber V.M., Enyukov I.S., Meshalkin L.D. Prikladnaya statistika:Klassifikaciya i snizhenie razmernosti. Spravochnoe izdanie / Pod red. S.A. Ayvazyana. -M.:Finansyi i statistika, 1989. - 607 s.
- V.Perepelica Zadachi klassifikacii i formirovanie znaniy / V.Perepelica, I. Kozin, YE.Teres`henko//Lap LAMBERT Academic Publishing, Germany -2012, 196p.
- Kendall M.Dzh., St`yuart A. Mnogomernyiy statisticheskiy analiz i vremennyie ryadyi. - M.: Nauka,1976. - 736 s.
- Brucker, P.,On the complexity of clustering problems. In: Beckmenn, M., Kunzi, H.P. (Eds.),Optimisation and Operations Research. Lecture Notes in Economics and Mathematical Systems.Springer, Berlin, vol. 157, 1978, pp. 45-54.
- Genetic clustering for automatic evolution of clusters and application to image classification. PatternRecognition. v35., 2002, 1197-1208.
- Kozin I.V. Fragmentarnyie algoritmyi v sistemah podderzhki prinyatiya resheniy /I.V.Kozin//Pitannya prikladnoy matematiki i matematichnogo modelyuvannya, zbirnik naukovih prac. DNU:Dnipropetrovsk, 2006. - S. 131-137.
- Kozin I.V. Fragmentarnyiy algoritm dlya zadachi simmetrichnogo razmescheniya /I.V.Kozin//Radioyelektronika, informatika, upravlenie.2005, №1. - S. 76-83.
- Kozin I.V., O svoystvah fragmentarnyih struktur/ I. V.Kozin, S.I.Polyuga // Visnik Zaporizkogonacionalnogo universitetu. Matematichne modelyuvannya i prikladna mehanika. - 2012. - № 1. - S.99-106.
- Holland J. H. Adaptation in Natural and Artificial Systems / J. H. Holland. – Boston, MA : MITPress. –1992. -288p.
- Kureychik V. M. Geneticheskie algoritmyi. Sostoyanie. Problemyi. Perspektivyi / V. M. Kureychik// Izvestiya RAN. TiSU. - 1999. - №1. - S. 144-160.
- Skobcov YU.A. Osnovyi yevolyucionnyih vyichisleniy : ucheb. posob./YU.A.Skobcov - Doneck:[DonNTU], 2008. - 326 s.
- Kim Dzh. O. Faktornyiy, diskriminantnyiy i klasternyiy analiz / Dzh. O. Kim, CH. U. Myuller, U.R. Klekka i dr. M. : Finansyi i statistika, 1989. - 215 s.