메뉴 건너뛰기




Volumn 2, Issue 3, 2008, Pages 298-336

An ant colony algorithm for cell-formation in cellular manufacturing systems

Author keywords

Ant colony algorithm; Cell formation; Cellular manufacturing systems; CMSs

Indexed keywords

ALGORITHMS; BENCHMARKING; INDUSTRIAL ENGINEERING; OPTIMIZATION;

EID: 41749111591     PISSN: 17515254     EISSN: 17515262     Source Type: Journal    
DOI: 10.1504/EJIE.2008.017688     Document Type: Article
Times cited : (20)

References (66)
  • 1
    • 0032599532 scopus 로고    scopus 로고
    • Productivity model for the cell formation problem: A simulated annealing algorithm
    • Abdelmola, A.I. and Taboun, S.M. (1999) 'Productivity model for the cell formation problem: A simulated annealing algorithm', Computers and Industrial Engineering, Vol. 37, pp.327-330.
    • (1999) Computers and Industrial Engineering , vol.37 , pp. 327-330
    • Abdelmola, A.I.1    Taboun, S.M.2
  • 5
    • 0023347871 scopus 로고
    • A within-cell utilization based heuristic for designing cellular manufacturing systems
    • Ballakur, A. and Steudel, H. (1987) 'A within-cell utilization based heuristic for designing cellular manufacturing systems', International Journal of Production Research, Vol. 25, pp.639-665.
    • (1987) International Journal of Production Research , vol.25 , pp. 639-665
    • Ballakur, A.1    Steudel, H.2
  • 7
    • 0026112945 scopus 로고
    • A linear formulation of the machine-part cell formation problem
    • Boctor, F. (1991) 'A linear formulation of the machine-part cell formation problem', International Journal of Production Research, Vol. 29, pp.343-356.
    • (1991) International Journal of Production Research , vol.29 , pp. 343-356
    • Boctor, F.1
  • 8
    • 0026239192 scopus 로고
    • A close neighbor algorithm for designing cellular manufacturing systems
    • Boe, W. and Cheng, C.H. (1991) 'A close neighbor algorithm for designing cellular manufacturing systems', International Journal of Production Research, Vol. 29, pp.2097-2116.
    • (1991) International Journal of Production Research , vol.29 , pp. 2097-2116
    • Boe, W.1    Cheng, C.H.2
  • 9
    • 0015048799 scopus 로고
    • Production flow analysis
    • Burbidge, J.L. (1971) 'Production flow analysis', The Production Engineer, Vol. 50, pp.139-152.
    • (1971) The Production Engineer , vol.50 , pp. 139-152
    • Burbidge, J.L.1
  • 10
    • 0002305448 scopus 로고
    • A manual method for production flow analysis
    • Burbidge, J.L. (1977) 'A manual method for production flow analysis', The Production Engineer, Vol. 57, pp.34-38.
    • (1977) The Production Engineer , vol.57 , pp. 34-38
    • Burbidge, J.L.1
  • 12
    • 0015671595 scopus 로고
    • Numerical taxonomy applied to group technology and plant layout
    • Carrie, S. (1973) 'Numerical taxonomy applied to group technology and plant layout', International Journal of Production Research, Vol. 11, pp.399-416.
    • (1973) International Journal of Production Research , vol.11 , pp. 399-416
    • Carrie, S.1
  • 13
    • 0020388157 scopus 로고
    • Direct clustering algorithm for group formation in cellular manufacture
    • Chan, H.M. and Milner, D.A. (1982) 'Direct clustering algorithm for group formation in cellular manufacture', Journal of Manufacturing System, Vol. 1, pp.65-75.
    • (1982) Journal of Manufacturing System , vol.1 , pp. 65-75
    • Chan, H.M.1    Milner, D.A.2
  • 16
  • 17
    • 0024673656 scopus 로고
    • GROUPABLITY: An analysis of the properties of binary data matrices for group technology
    • Chandrasekharan, M.P. and Rajagopalan, R. (1989) 'GROUPABLITY: An analysis of the properties of binary data matrices for group technology', International Journal Production Research, Vol. 27, pp.1035-1052.
    • (1989) International Journal Production Research , vol.27 , pp. 1035-1052
    • Chandrasekharan, M.P.1    Rajagopalan, R.2
  • 19
    • 0026190510 scopus 로고
    • A fuzzy clustering approach to manufacturing cell formation
    • Chu, C.H. and Hayya, J.C. (1991) 'A fuzzy clustering approach to manufacturing cell formation', International Journal of Production Research, Vol. 29, pp.1475-1487.
    • (1991) International Journal of Production Research , vol.29 , pp. 1475-1487
    • Chu, C.H.1    Hayya, J.C.2
  • 20
    • 0035835262 scopus 로고    scopus 로고
    • A hierarchical clustering methodology based on genetic programming for the solution of simple cell-formation problems
    • Dimopoulos, C. and Mort, N. (2001) 'A hierarchical clustering methodology based on genetic programming for the solution of simple cell-formation problems', International Journal of Production Research, Vol. 39, pp.1-19.
    • (2001) International Journal of Production Research , vol.39 , pp. 1-19
    • Dimopoulos, C.1    Mort, N.2
  • 22
    • 31744439035 scopus 로고    scopus 로고
    • An ant-colony optimization algorithm for minimizing the completion-time variance of jobs in flowshops
    • Gajpal, Y.G. and Rajendran, C. (2006) 'An ant-colony optimization algorithm for minimizing the completion-time variance of jobs in flowshops', International Journal of Production Economics, Vol. 101, pp.259-272.
    • (2006) International Journal of Production Economics , vol.101 , pp. 259-272
    • Gajpal, Y.G.1    Rajendran, C.2
  • 23
    • 0142216489 scopus 로고    scopus 로고
    • An analytical-iterative clustering algorithm for cell formation in cellular manufacturing systems with ordinal-level and ratio-level data
    • George, A.P., Rajendran, C. and Ghosh, S. (2003) 'An analytical-iterative clustering algorithm for cell formation in cellular manufacturing systems with ordinal-level and ratio-level data', International Journal of Advanced Manufacturing Technology, Vol. 22, pp.125-133.
    • (2003) International Journal of Advanced Manufacturing Technology , vol.22 , pp. 125-133
    • George, A.P.1    Rajendran, C.2    Ghosh, S.3
  • 24
  • 25
    • 22744450247 scopus 로고    scopus 로고
    • A fast ant-colony algorithm for single-machine scheduling to minimize the sum of weighted tardiness of jobs
    • Holthaus, O. and Rajendran, C. (2005) 'A fast ant-colony algorithm for single-machine scheduling to minimize the sum of weighted tardiness of jobs', Journal of the Operational Research Society, Vol. 56, pp.947-953.
    • (2005) Journal of the Operational Research Society , vol.56 , pp. 947-953
    • Holthaus, O.1    Rajendran, C.2
  • 26
    • 0024714857 scopus 로고
    • Group technology in the US manufacturing industry: A survey of current practices
    • Hyer, N. and Wemmerlov, U. (1989) 'Group technology in the US manufacturing industry: A survey of current practices', International Journal of Production Research, Vol. 27, pp.1287-1304.
    • (1989) International Journal of Production Research , vol.27 , pp. 1287-1304
    • Hyer, N.1    Wemmerlov, U.2
  • 27
    • 0032754860 scopus 로고    scopus 로고
    • A socio-technical systems approach to cell design: Case study and analysis
    • Hyer, N.L., Brown, K.A. and Zimmerman, S. (1999) 'A socio-technical systems approach to cell design: Case study and analysis', Journal of Operations Management, Vol. 17, pp.179-203.
    • (1999) Journal of Operations Management , vol.17 , pp. 179-203
    • Hyer, N.L.1    Brown, K.A.2    Zimmerman, S.3
  • 29
    • 0026880670 scopus 로고
    • Machine-component cell formation in GT: A neural network approach
    • Kaparthi, S. and Suresh, N.C. (1990) 'Machine-component cell formation in GT: A neural network approach', International Journal of Production Research, Vol. 30, pp.1353-1367.
    • (1990) International Journal of Production Research , vol.30 , pp. 1353-1367
    • Kaparthi, S.1    Suresh, N.C.2
  • 30
    • 0018991743 scopus 로고
    • Machine-component grouping in production flow analysis: An approach using a rank order clustering algorithm
    • King, J. (1980) 'Machine-component grouping in production flow analysis: an approach using a rank order clustering algorithm', International Journal of Production Research, Vol. 18, pp.213-232.
    • (1980) International Journal of Production Research , vol.18 , pp. 213-232
    • King, J.1
  • 31
    • 84952494480 scopus 로고
    • Machine-component group formation in group technology: Review and extension
    • King, J. and Nakornchai, V. (1982) 'Machine-component group formation in group technology: Review and extension', International Journal of Production Research, Vol. 20, pp.117-133.
    • (1982) International Journal of Production Research , vol.20 , pp. 117-133
    • King, J.1    Nakornchai, V.2
  • 32
    • 84952536386 scopus 로고
    • Grouping efficacy: A quantitative criterion for goodness of block diagonal forms of binary matrices in group technology
    • Kumar, C.S. and Chandrasekharan, M.P. (1990) 'Grouping efficacy: A quantitative criterion for goodness of block diagonal forms of binary matrices in group technology', International Journal of Production Research, Vol. 28, pp.233-243.
    • (1990) International Journal of Production Research , vol.28 , pp. 233-243
    • Kumar, C.S.1    Chandrasekharan, M.P.2
  • 34
    • 0023560462 scopus 로고
    • Strategic subcontracting for efficient disaggregated manufacturing
    • Kumar, K.R. and Vannelli, A. (1987) 'Strategic subcontracting for efficient disaggregated manufacturing', International Journal of Production Research, Vol. 25, pp. 1715-1728.
    • (1987) International Journal of Production Research , vol.25 , pp. 1715-1728
    • Kumar, K.R.1    Vannelli, A.2
  • 35
    • 41749087929 scopus 로고
    • Group technology
    • A. Kusiak Ed, New York: John Wiley, pp
    • Kusiak, A. (1992) 'Group technology', in A. Kusiak (Ed.) Intelligent Design and Manufacturing, New York: John Wiley, pp.289-302.
    • (1992) Intelligent Design and Manufacturing , pp. 289-302
    • Kusiak, A.1
  • 36
    • 0023206153 scopus 로고
    • Efficient solving of the group technology problem
    • Kusiak, A. and Chow, W. (1987) 'Efficient solving of the group technology problem', Journal of Manufacturing Systems, Vol. 6, pp. 117-124.
    • (1987) Journal of Manufacturing Systems , vol.6 , pp. 117-124
    • Kusiak, A.1    Chow, W.2
  • 37
    • 0034628951 scopus 로고    scopus 로고
    • Part family identification using a simple genetic algorithm
    • Lee-Post, A. (2000) 'Part family identification using a simple genetic algorithm', International Journal of Production Research, Vol. 38, pp.793-810.
    • (2000) International Journal of Production Research , vol.38 , pp. 793-810
    • Lee-Post, A.1
  • 38
    • 0028377447 scopus 로고
    • Tabu search-based heuristics for cellular manufacturing systems in the presence of alternative process plans
    • Logendran, R., Ramakrishna, P. and Srikandarajah, C. (1994) 'Tabu search-based heuristics for cellular manufacturing systems in the presence of alternative process plans', International Journal of Production Research, Vol. 32, pp.273-297.
    • (1994) International Journal of Production Research , vol.32 , pp. 273-297
    • Logendran, R.1    Ramakrishna, P.2    Srikandarajah, C.3
  • 39
    • 0002436396 scopus 로고
    • Machine grouping for efficient production
    • McAuley, J. (1972) 'Machine grouping for efficient production', Production Engineer, Vol. 51, pp.53-57.
    • (1972) Production Engineer , vol.51 , pp. 53-57
    • McAuley, J.1
  • 40
    • 0015397231 scopus 로고
    • Problem decomposition and data reorganization by a clustering technique
    • McCormick, W.T., Schweitzer, P.J. and White, T.W. (1972) 'Problem decomposition and data reorganization by a clustering technique', Operations Research, Vol. 20, pp.993-1009.
    • (1972) Operations Research , vol.20 , pp. 993-1009
    • McCormick, W.T.1    Schweitzer, P.J.2    White, T.W.3
  • 41
    • 0000637977 scopus 로고
    • The facets of group technology and their impact on implementation
    • Mosier, C.T. and Taube, L. (1985a) 'The facets of group technology and their impact on implementation', OMEGA, Vol. 13, pp.381-391.
    • (1985) OMEGA , vol.13 , pp. 381-391
    • Mosier, C.T.1    Taube, L.2
  • 42
    • 0001147306 scopus 로고
    • Weighted similarity measure heuristics for the group technology machine clustering problem
    • Mosier, C.T. and Taube, L. (1985b) 'Weighted similarity measure heuristics for the group technology machine clustering problem', OMEGA, Vol. 13, pp.577-583.
    • (1985) OMEGA , vol.13 , pp. 577-583
    • Mosier, C.T.1    Taube, L.2
  • 43
    • 0031651387 scopus 로고    scopus 로고
    • CASE: A clustering algorithm for cell formation with sequence data
    • Nair, G.J. and Narendran, T.T. (1998) 'CASE: A clustering algorithm for cell formation with sequence data', International Journal of Production Research, Vol. 36, pp. 157-179.
    • (1998) International Journal of Production Research , vol.36 , pp. 157-179
    • Nair, G.J.1    Narendran, T.T.2
  • 44
    • 0027660795 scopus 로고
    • Worst-case analysis of an algoridun for cellular manufacturing
    • Ng, S.M. (1993) 'Worst-case analysis of an algoridun for cellular manufacturing', European Journal of Operational Research, Vol. 69, pp.384-398.
    • (1993) European Journal of Operational Research , vol.69 , pp. 384-398
    • Ng, S.M.1
  • 45
    • 0035247218 scopus 로고    scopus 로고
    • A genetic algorithm approach to cellular manufacturing systems
    • Onwubolu, G.C. and Mutingi, M. (2001) 'A genetic algorithm approach to cellular manufacturing systems', Computers and Industrial Engineering Vol. 39, pp. 125-144.
    • (2001) Computers and Industrial Engineering , vol.39 , pp. 125-144
    • Onwubolu, G.C.1    Mutingi, M.2
  • 46
    • 0037352881 scopus 로고    scopus 로고
    • Evolutionary approaches to the design and organization of manufacturing systems
    • Pierreval, H., Caux, C., Paris, J.L. and Vignier, F. (2003) 'Evolutionary approaches to the design and organization of manufacturing systems', Computers and Industrial Engineering, Vol. 44, pp.339-364.
    • (2003) Computers and Industrial Engineering , vol.44 , pp. 339-364
    • Pierreval, H.1    Caux, C.2    Paris, J.L.3    Vignier, F.4
  • 48
    • 0016573570 scopus 로고
    • Design of cellular production system: A graphic-theoretic approach
    • Rajagopalan, R. and Batra, J. (1975) 'Design of cellular production system: A graphic-theoretic approach', International Journal of Production Research, Vol. 13, pp.567-579.
    • (1975) International Journal of Production Research , vol.13 , pp. 567-579
    • Rajagopalan, R.1    Batra, J.2
  • 49
    • 1642559633 scopus 로고    scopus 로고
    • Ant-colony algorithms for permutation flowshop scheduling to minimize makespan/total flowtime of jobs
    • Rajendran, C. and Ziegler, H. (2004) 'Ant-colony algorithms for permutation flowshop scheduling to minimize makespan/total flowtime of jobs', European Journal of Operational Research, Vol. 155, pp.426-438.
    • (2004) European Journal of Operational Research , vol.155 , pp. 426-438
    • Rajendran, C.1    Ziegler, H.2
  • 50
    • 26444524354 scopus 로고    scopus 로고
    • Tabu search procedures for the cell formation problem with intra-cell transfer costs as a function of cell size
    • Schaller, J. (2005) 'Tabu search procedures for the cell formation problem with intra-cell transfer costs as a function of cell size', Computers and Industrial Engineering, Vol. 49, pp.449-462.
    • (2005) Computers and Industrial Engineering , vol.49 , pp. 449-462
    • Schaller, J.1
  • 51
    • 0024933938 scopus 로고
    • Single linkage versus average linkage clustering in machine cells formation applications
    • Seifoddini, H. (1989) 'Single linkage versus average linkage clustering in machine cells formation applications', Computers and Industrial Engineering, Vol. 16, pp.419-426.
    • (1989) Computers and Industrial Engineering , vol.16 , pp. 419-426
    • Seifoddini, H.1
  • 52
    • 84953164255 scopus 로고
    • Application of similarity coefficient methods in GT
    • Seifoddini, H. and Wolfe, P. (1986) 'Application of similarity coefficient methods in GT', IIE Transactions, Vol. 18, pp.271-277.
    • (1986) IIE Transactions , vol.18 , pp. 271-277
    • Seifoddini, H.1    Wolfe, P.2
  • 53
    • 0024656202 scopus 로고
    • Modelling group technology cell formation as a generalized assignment problem
    • Shtub, A. (1989) 'Modelling group technology cell formation as a generalized assignment problem', International Journal of Production Research, Vol. 27, pp.775-782.
    • (1989) International Journal of Production Research , vol.27 , pp. 775-782
    • Shtub, A.1
  • 55
    • 33744551972 scopus 로고
    • A clustering algorithm for machine cell formation in group technology using minimum spanning trees
    • Srinivasan, G. (1994) 'A clustering algorithm for machine cell formation in group technology using minimum spanning trees', International Journal of Production Research, Vol. 32, pp.2149-2158.
    • (1994) International Journal of Production Research , vol.32 , pp. 2149-2158
    • Srinivasan, G.1
  • 56
  • 61
    • 0032690779 scopus 로고    scopus 로고
    • Soft-computing-based approaches to the group technology problem: A state-of-the-art review
    • Venugopal, V. (1999) 'Soft-computing-based approaches to the group technology problem: A state-of-the-art review', International Journal of Production Research, Vol. 37, pp.3335-3357.
    • (1999) International Journal of Production Research , vol.37 , pp. 3335-3357
    • Venugopal, V.1
  • 62
    • 0026940060 scopus 로고
    • A genetic algorithm approach to the machine component grouping problem with multiple objectives
    • Venugopal, V. and Narendran, T.T. (1992a) 'A genetic algorithm approach to the machine component grouping problem with multiple objectives', Computers and Industrial Engineering, Vol. 22, pp.469-480.
    • (1992) Computers and Industrial Engineering , vol.22 , pp. 469-480
    • Venugopal, V.1    Narendran, T.T.2
  • 63
    • 0026986146 scopus 로고
    • Cell formation in manufacturing systems through simulated annealing: An experimental evaluation
    • Venugopal, V. and Narendran, T.T. (1992b) 'Cell formation in manufacturing systems through simulated annealing: An experimental evaluation', European Journal of Operational Research, Vol. 63, pp.409-422.
    • (1992) European Journal of Operational Research , vol.63 , pp. 409-422
    • Venugopal, V.1    Narendran, T.T.2
  • 65
    • 0000095365 scopus 로고
    • Procedures for the part family/ machine group identification problem in cellular manufacturing
    • Wemmerlov, U. and Hyer, N.L. (1986) 'Procedures for the part family/ machine group identification problem in cellular manufacturing', Journal of Operations management, Vol. 6, pp.125-147.
    • (1986) Journal of Operations management , vol.6 , pp. 125-147
    • Wemmerlov, U.1    Hyer, N.L.2
  • 66
    • 0042522777 scopus 로고    scopus 로고
    • A simulated annealing approach for manufacturing cell formation with multiple identical machines
    • Xambre, A.R. and Vilarinho, P.M. (2003) 'A simulated annealing approach for manufacturing cell formation with multiple identical machines', European Journal of Operational Research, Vol. 151, pp.434-446.
    • (2003) European Journal of Operational Research , vol.151 , pp. 434-446
    • Xambre, A.R.1    Vilarinho, P.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.