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

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Published under licence by IOP Publishing Ltd
, , Citation S M Golovanov et al 2020 IOP Conf. Ser.: Mater. Sci. Eng. 734 012013 DOI 10.1088/1757-899X/734/1/012013

1757-899X/734/1/012013

Abstract

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.

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10.1088/1757-899X/734/1/012013