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Recursive clustering algorithm based on silhouette criterion maximization for sorting semiconductor devices by homogeneous batches : доклад, тезисы доклада

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: International Scientific Workshop «MIP Engineering 2019: Advanced Technologies in Material Science, Mechanical and Automation Engineering»; Krasnoyarsk; Krasnoyarsk

Год издания: 2019

Идентификатор DOI: 10.1088/1757-899X/537/2/022035

Аннотация: We propose a recursive algorithm for dividing a presumably mixed production batch of semiconductor devices into homogeneous groups (clusters) with the use of data of non-destructive testing, based on the maximization of the silhouette criterion in the sequential solving of the k-Means clustering problems. Based on the silhouette crПоказать полностьюiterion, we formulate the concept of homogeneity of a production batch. The application of the developed algorithm to the problem of formation of homogeneous production batches of integrated circuits for space industry is illustrated with a computational example.

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Издание

Журнал: IOP Conference Series: Materials Science and Engineering

Выпуск журнала: 537

Номера страниц: 22035

Издатель: Institute of Physics and IOP Publishing Limited

Персоны

  • Golovanov S.M. (Reshetnev Siberian State University of Science and Technology)
  • Orlov V.I. (Reshetnev Siberian State University of Science and Technology)
  • Kazakovtsev L.A. (Krasnoyarsk State Agrarian University)
  • Popov A.M. (Reshetnev Siberian State University of Science and Technology)

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