A new grouping measure for evaluation of machine-component matrices

The machine-component matrix is the main input to most machine-component grouping models used in cellular manufacturing. A number of measures have been developed for performance evaluation of machine-component grouping algorithms. In this paper, the relationship between these measures and the performance of the corresponding cellular manufacturing system is evaluated and a new grouping measure is developed which is more consistent in predicting the suitability of a manufacturing system for cellular manufacturing.

[1]  D. A. Milner,et al.  Direct clustering algorithm for group formation in cellular manufacture , 1982 .

[2]  Jl Burbidge,et al.  A manual method of production flow analysis , 1977 .

[3]  Philip M. Wolfe,et al.  Application of the Similarity Coefficient Method in Group Technology , 1986 .

[4]  John McAuley,et al.  Machine grouping for efficient production , 1972 .

[5]  Allan S. Carrie,et al.  Numerical taxonomy applied to group technology and plant layout , 1973 .

[6]  J. Miltenburg,et al.  A comparative evaluation of nine well-known algorithms for solving the cell formation problem in group technology , 1991 .

[7]  Paul J. Schweitzer,et al.  Problem Decomposition and Data Reorganization by a Clustering Technique , 1972, Oper. Res..

[8]  J. King,et al.  Machine-component group formation in group technology: review and extension , 1982 .

[9]  Chao-Hsien Chu,et al.  A comparison of three array-based clustering techniques for manufacturing cell formation , 1990 .

[10]  M. Chandrasekharan,et al.  Grouping efficacy: a quantitative criterion for goodness of block diagonal forms of binary matrices in group technology , 1990 .

[11]  C. Mosier An experiment investigating the application of clustering procedures and similarity coefficients to the GT machine cell formation problem , 1989 .

[12]  Averill M. Law,et al.  Simulation Modeling and Analysis , 1982 .

[13]  M. Chandrasekharan,et al.  ZODIAC—an algorithm for concurrent formation of part-families and machine-cells , 1987 .

[14]  Hamid Seifoddini,et al.  Duplication Process in Machine Cells Formation in Group Technology , 1989 .