Grafics-A nonhierarchical clustering algorithm for group technology

Grafics-A nonhierarchical clustering algorithm for group technology

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Article ID: iaor19911266
Country: United Kingdom
Volume: 29
Issue: 3
Start Page Number: 189
End Page Number: 195
Publication Date: Mar 1991
Journal: International Journal of Production Research
Authors: ,
Abstract:

An efficient nonhierarchical clustering algorithm, based on initial seeds obtained from the assignment method, for finding part-families and machine cells for group technology (GT) is presented. By a process of alternate clustering and generating seeds from rows and columns, the zero-one machine-component incidence matrix was block-diagonalized with the aim of minimizing exceptional elements (intercell movements) and blanks (machine idling). The algorithm is compared with the existing nonhierarchical clustering method and is found to yield favorable results.

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