J. Balakrishnan et Pd. Jog, MANUFACTURING CELL-FORMATION USING SIMILARITY COEFFICIENTS AND A PARALLEL GENETIC TSP ALGORITHM - FORMULATION AND COMPARISON, Mathematical and computer modelling, 21(12), 1995, pp. 61-73
Many algorithms have been proposed to form manufacturing cells from co
mponent routings. However, many of these do not have the capability of
solving large problems. We propose a procedure using similarity coeff
icients and a parallel genetic implementation of a TSP algorithm that
is capable of solving large problems of up to 1000 parts and 1000 mach
ines. In addition, we also compare our procedure with many existing pr
ocedures using nine well-known problems from the literature. The resul
ts show that the proposed procedure compares well with the existing pr
ocedures and should be useful to practitioners and researchers.