TY - JOUR
T1 - Integrated Approaches to Solve Cell Formation Problem Dealing with Machine Duplicating and Part Subcontracting
AU - Muramatsu, Hiroyuki
AU - Miyahara, Ken
AU - Irohara, Takashi
AU - Yoshimoto, Kazuho
PY - 2001
Y1 - 2001
N2 - In this paper, we address the problem of cellular manufacturing system, which, in essence, consists of three main problems, cell formation and machine duplication and part subcontract. While a number of research have been conducted on the problem, most of them considered machine duplication and part subcontract separately. One paper considering cell formation, machine duplication and part subcontract is published, but the paper proposes two step method, so has a problem for possibility of local search. On the contrary this paper propose an integrated approach using Genetic Algorithm (GA) to solve the problems simultaneously on one step method. Our numerical experiments and results show that our method performs better compared to a conventional method which using two step method.
AB - In this paper, we address the problem of cellular manufacturing system, which, in essence, consists of three main problems, cell formation and machine duplication and part subcontract. While a number of research have been conducted on the problem, most of them considered machine duplication and part subcontract separately. One paper considering cell formation, machine duplication and part subcontract is published, but the paper proposes two step method, so has a problem for possibility of local search. On the contrary this paper propose an integrated approach using Genetic Algorithm (GA) to solve the problems simultaneously on one step method. Our numerical experiments and results show that our method performs better compared to a conventional method which using two step method.
KW - Cell Formation
KW - Genetic Algorithm
KW - Machine Duplication
KW - Part Subcontract
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U2 - 10.1299/kikaic.67.873
DO - 10.1299/kikaic.67.873
M3 - Article
AN - SCOPUS:85024468667
VL - 67
SP - 873
EP - 879
JO - Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
JF - Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
SN - 0387-5024
IS - 655
ER -