Multivariate analysis model for machine-part cell formation problem in group technology

Citation
M. Kitaoka et al., Multivariate analysis model for machine-part cell formation problem in group technology, INT J PRO E, 60-1, 1999, pp. 433-438
Citations number
4
Categorie Soggetti
Engineering Management /General
Journal title
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
ISSN journal
09255273 → ACNP
Volume
60-1
Year of publication
1999
Pages
433 - 438
Database
ISI
SICI code
0925-5273(19990420)60-1:<433:MAMFMC>2.0.ZU;2-I
Abstract
The principal objective of this article is to formulate a multivariate anal ysis model to generate optimal machine cells and part families in GT proble ms. The algorithm is carried out in three stages. The double centering matr ix for similarity of machines and parts is used as similarity coefficient m atrix. A quantification method is applied to find the eigenvalues and eigen vectors on the double centering matrix. Cluster analysis is applied to make part families and machines groups while minimizing the distance of eigenve ctors. A numerical example for the design of cell structures is provided. ( C) 1999 Elsevier Science B.V. All rights reserved.