Kms. Islam et Br. Sarker, A similarity coefficient measure and machine-parts grouping in cellular manufacturing systems, INT J PROD, 38(3), 2000, pp. 699-720
For more than three decades, similarity coefficient measures--one of the im
portant tools for solving group technology problems--have gained the attent
ion of the research community in cellular manufacturing systems. A new simi
larity coefficient measure that uses a set of important characteristic prop
erties for grouping is developed here for use as an intermediate tool to fo
rm cohesive cells. A mathematical model that uses this similarity coefficie
nt for optimally solving the cell-formation problems in cellular manufactur
ing is developed. A heuristic procedure that improves the optimal methodolo
gy in term of solution capability of the large instances is devised for an
efficient solution. Both the optimal methodology and the heuristic are appl
ied to some well-known problems from literature to compare the grouping eff
iciencies. The similarity coefficient and the solution methodologies develo
ped are able to solve the cell formation problems efficiently.