Title of article :
Manufacturing cell formation using similarity coefficients and a parallel genetic TSP algorithm: Formulation and comparison
Author/Authors :
Balakrishnan، نويسنده , , J. and Jog، نويسنده , , P.D.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 1995
Abstract :
Many algorithms have been proposed to form manufacturing cells from component routings. However, many of these do not have the capability of solving large problems. We propose a procedure using similarity coefficients and a parallel genetic implementation of a TSP algorithm that is capable of solving large problems of up to 1000 parts and 1000 machines. In addition, we also compare our procedure with many existing procedures using nine well-known problems from the literature.
sults show that the proposed procedure compares well with the existing procedures and should be useful to practitioners and researchers.
Keywords :
Parallel genetic algorithms , Similarity coefficients , Group technology , cellular manufacturing , Travelling salesman problem
Journal title :
Mathematical and Computer Modelling
Journal title :
Mathematical and Computer Modelling