AUTOMATIC CLUSTERING OF TEXT DOCUMENTS BASED ON A GENETIC ALGORITHM WITH ARTIFICIAL SELECTION

The new genetic algorithm with artificial selection is proposed. The algorithm is based on the synthesis of ordinary evolutional genetic approach with the ideas of sequential complex-method for extremum searching arbitrary multivariable functions. The algorithm is used for a clusterization of large data collection in a data-processing mode.

Publication Details

Journal
The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Published
2024-10-02
Primary Topic
Fern and Epiphyte Biology
Type
article
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article

AUTOMATIC CLUSTERING OF TEXT DOCUMENTS BASED ON A GENETIC ALGORITHM WITH ARTIFICIAL SELECTION

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Fern and Epiphyte Biology
article

AUTOMATIC CLUSTERING OF TEXT DOCUMENTS BASED ON A GENETIC ALGORITHM WITH ARTIFICIAL SELECTION

article en

Abstract

The new genetic algorithm with artificial selection is proposed. The algorithm is based on the synthesis of ordinary evolutional genetic approach with the ideas of sequential complex-method for extremum searching arbitrary multivariable functions. The algorithm is used for a clusterization of large data collection in a data-processing mode.

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Openalex Percentile: Top 29%
Fern and Epiphyte Biology
Open Access PDFOpenAlex
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AUTOMATIC CLUSTERING OF TEXT DOCUMENTS BASED ON A GENETIC ALGORITHM WITH ARTIFICIAL SELECTION · The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy (2024) | TGRS Research Map | TGRS