Method of verification of results of individual forecasting of products of radioelectronic facilities for space purposes with the help of cluster analysis algorithms
- Authors: Mishanov R.1, Piganov M.1
-
Affiliations:
- Самарский национальный исследовательский университет им. акад. С.П. Королева
- Issue: Vol 20, No 2 (2017)
- Pages: 55-63
- Section: Articles
- URL: https://journals.ssau.ru/pwp/article/view/7098
- ID: 7098
Cite item
Full Text
Abstract
The methodology and algorithm for obtaining verification results are proposed. The algorithm includes five steps: choice of parameters for cluster analysis algorithms, determination of the initial data by the results of the training experiment, conversion of source data, determining the composition of the cluster groups, calculation of verification accuracy. A sample of CMOS type chips was used for the training experiment. The dendogram is the result of calculation for the hierarchical classification. The composition of each of the clusters was determined. Verification results are presented for nine variants.
About the authors
R.O. Mishanov
Самарский национальный исследовательский университет им. акад. С.П. Королева
Author for correspondence.
Email: mishanov91@bk.ru
M.N. Piganov
Самарский национальный исследовательский университет им. акад. С.П. Королева
Email: kipres@ssau.ru