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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2009 Issue 4, Pages 74–79 (Mi iipr550)

Multicriteria choice

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

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.



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