TY - JOUR
T1 - Formation of general GT cells
T2 - An operation-based approach
AU - Zhou, Ming
AU - Askin, Ronald
N1 - Funding Information:
Acknowledgement--This work was supported in part by the National Science Foundation under grant number DDM 92-15432.
PY - 1998/1
Y1 - 1998/1
N2 - In this paper, we study the formation of general Group Technology cells based on the operation requirements of parts and operation capabilities of machines. Parts are first grouped into families by using a similarity coefficient based on common operation types. An integer model is then developed to solve the problem of machine group selection. The model takes into account machine cost, variable production cost, setup cost, and intracell material handling cost. A greedy heuristic, a minimum increment heuristic and a simulated annealing heuristic are proposed for solving the model more efficiently. The computational results have shown that the heuristic methods perform well when compared to the optimal solutions. The effect of changing cost structure on the performance of heuristic procedures is also investigated.
AB - In this paper, we study the formation of general Group Technology cells based on the operation requirements of parts and operation capabilities of machines. Parts are first grouped into families by using a similarity coefficient based on common operation types. An integer model is then developed to solve the problem of machine group selection. The model takes into account machine cost, variable production cost, setup cost, and intracell material handling cost. A greedy heuristic, a minimum increment heuristic and a simulated annealing heuristic are proposed for solving the model more efficiently. The computational results have shown that the heuristic methods perform well when compared to the optimal solutions. The effect of changing cost structure on the performance of heuristic procedures is also investigated.
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U2 - 10.1016/s0360-8352(97)00157-5
DO - 10.1016/s0360-8352(97)00157-5
M3 - Article
AN - SCOPUS:0031618548
SN - 0360-8352
VL - 34
SP - 147
EP - 157
JO - Computers and Industrial Engineering
JF - Computers and Industrial Engineering
IS - 1
ER -