Sequential agglomerative procedure for sorting a production batch of electronic radio devices into homogeneous groups

Authors proposed a clustering algorithm for sorting a batch of electronic radio devices by homogeneous groups according to the results of non-destructive tests. Algorithm is based on searching for the best silhouette criterion value of clusters using the sequential agglomerative procedure (SAP). It...

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Bibliographic Details
Published in:IOP conference series. Materials Science and Engineering 2020-01, Vol.734 (1), p.12013
Main Authors: Golovanov, S M, Orlov, V I, Kazakovtsev, L A, Fedosov, V V
Format: Article
Language:English
Subjects:
Clustering
Electronic devices
Nondestructive testing
Sorting algorithms
Space applications
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Summary:Authors proposed a clustering algorithm for sorting a batch of electronic radio devices by homogeneous groups according to the results of non-destructive tests. Algorithm is based on searching for the best silhouette criterion value of clusters using the sequential agglomerative procedure (SAP). It merges groups with the smallest distance between their centers one by one. New procedure was tested on dataset of microcircuits for space applications in a specialized test center.
ISSN:1757-8981
1757-899X
DOI:10.1088/1757-899X/734/1/012013