Artificial Intelligence and Decision Making
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Artificial Intelligence and Decision Making, 2009, Issue 4, Pages 74–79 (Mi iipr550)  
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Evolutionary algorithm for the solution of automatic classification problem

A. K. Kerimova, R. I. Davudovab

a Azerbaijan State Economic University
b Institute of Cybernetics, National Academy of Sciences of Aserbaijan, Baku
Full-text PDF (350 kB)
Abstract: In this paper is considered the optimal classification problem of the objects, describing by numerical attributes. The work is devoted to application of evolutionary algorithms (EA) in classification problem. The problem is solved in the framework of three-parametrical calculation algorithm of estimations and optimization of the functional, describing quality of classification, is carried out with application of evolutionary algorithm
Keywords: evolution, Lamark's and Darwin's evolution, crossover, mutation, population, person, child, gene.
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: A. K. Kerimov, R. I. Davudova, “Evolutionary algorithm for the solution of automatic classification problem”, Artificial Intelligence and Decision Making, 2009, no. 4, 74–79
Citation in format AMSBIB
\Bibitem{KerDav09}
\by A.~K.~Kerimov, R.~I.~Davudova
\paper Evolutionary algorithm for the solution of automatic classification problem
\jour Artificial Intelligence and Decision Making
\yr 2009
\issue 4
\pages 74--79
\mathnet{http://mi.mathnet.ru/iipr550}
\elib{https://elibrary.ru/item.asp?id=13090451}
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