메뉴 건너뛰기




Volumn 160, Issue 2, 2005, Pages 423-444

Optimal bivariate clustering and a genetic algorithm with an application in cellular manufacturing

Author keywords

Cellular manufacturing; Clustering; Genetic algorithms; Integer programming; Manufacturing; Mathematical modeling

Indexed keywords

CELLULAR MANUFACTURING; GENETIC ALGORITHMS; HEURISTIC METHODS; INTEGER PROGRAMMING; LINEAR PROGRAMMING; MATHEMATICAL MODELS; PROBLEM SOLVING;

EID: 4344622735     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2003.07.005     Document Type: Conference Paper
Times cited : (25)

References (57)
  • 2
    • 84985746689 scopus 로고
    • A clustering algorithm for computer-assisted process organization
    • Aronson J.E., Klein G. A clustering algorithm for computer-assisted process organization. Decision Sciences. 20(4):1989;730-745.
    • (1989) Decision Sciences , vol.20 , Issue.4 , pp. 730-745
    • Aronson, J.E.1    Klein, G.2
  • 3
    • 0035900038 scopus 로고    scopus 로고
    • An efficiency frontier approach for the design of cellular manufacturing systems in a lumpy demand environment
    • Arzi Y., Bukchin J., Masin M. An efficiency frontier approach for the design of cellular manufacturing systems in a lumpy demand environment. European Journal of Operational Research. 134:2001;346-364.
    • (2001) European Journal of Operational Research , vol.134 , pp. 346-364
    • Arzi, Y.1    Bukchin, J.2    Masin, M.3
  • 4
    • 0025476266 scopus 로고
    • A graph partitioning procedure for machine assignment and cell formation in group technology
    • Askin R.G., Chiu K.S. A graph partitioning procedure for machine assignment and cell formation in group technology. International Journal of Production Research. 28:1990;1555-1572.
    • (1990) International Journal of Production Research , vol.28 , pp. 1555-1572
    • Askin, R.G.1    Chiu, K.S.2
  • 5
    • 0001488483 scopus 로고
    • An additive algorithm for solving linear programs with zero-one variables
    • Balas E. An additive algorithm for solving linear programs with zero-one variables. Operations Research. 4(13):1965;517-549.
    • (1965) Operations Research , vol.4 , Issue.13 , pp. 517-549
    • Balas, E.1
  • 7
    • 0035841887 scopus 로고    scopus 로고
    • CF-GGA: A grouping genetic algorithm for the cell formation problem
    • Brown E.C., Sumichrast R.T. CF-GGA: A grouping genetic algorithm for the cell formation problem. International Journal of Production Research. 39(16):2001;3651-3669.
    • (2001) International Journal of Production Research , vol.39 , Issue.16 , pp. 3651-3669
    • Brown, E.C.1    Sumichrast, R.T.2
  • 10
    • 0020388157 scopus 로고
    • Direct clustering algorithm for group formation in cellular manufacturing
    • Chan H.M., Milner D.A. Direct clustering algorithm for group formation in cellular manufacturing. Journal of Manufacturing Systems. 1(1):1982;65-75.
    • (1982) Journal of Manufacturing Systems , vol.1 , Issue.1 , pp. 65-75
    • Chan, H.M.1    Milner, D.A.2
  • 13
    • 0042048853 scopus 로고
    • Clustering analysis in manufacturing cell formation
    • Chu C.H. Clustering analysis in manufacturing cell formation. OMEGA. 17:1989;289-295.
    • (1989) Omega , vol.17 , pp. 289-295
    • Chu, C.H.1
  • 14
    • 4344628316 scopus 로고
    • A neural network model for manufacturing cell formation
    • Department of Management, Iowa State University, Ames, IA
    • Chu, C.H., 1994. A neural network model for manufacturing cell formation. Working Paper, Department of Management, Iowa State University, Ames, IA.
    • (1994) Working Paper
    • Chu, C.H.1
  • 15
    • 77957096111 scopus 로고
    • Recent advances in math programming for cell formation
    • A.K. Kamrani, H.R. Parsaei, & D.H. Liles. Planning, Design, and Analysis of Cellular Manufacturing Systems. Amsterdam: Elsevier Science Publishing
    • Chu C.H. Recent advances in math programming for cell formation. Kamrani A.K., Parsaei H.R., Liles D.H. Planning, Design, and Analysis of Cellular Manufacturing Systems. Manufacturing Research and Technology. vol. 24:1995;3-46 Elsevier Science Publishing, Amsterdam.
    • (1995) Manufacturing Research and Technology , vol.24 , pp. 3-46
    • Chu, C.H.1
  • 18
    • 0035835262 scopus 로고    scopus 로고
    • A hierarchical clustering methodology based on genetic programming for the solution of simple cell-formation problems
    • Dimopoulos C., Mort N. A hierarchical clustering methodology based on genetic programming for the solution of simple cell-formation problems. International Journal of Production Research. 39(1):2001;1-19.
    • (2001) International Journal of Production Research , vol.39 , Issue.1 , pp. 1-19
    • Dimopoulos, C.1    Mort, N.2
  • 19
    • 4344703333 scopus 로고
    • Ph.D. Dissertation, College of Business Administration, The Pennsylvania State University, Proquest, A Bell & Howell Co., Ann Arbor, MI
    • Ghingold, M., 1985. A social process examination of organizational buying behavior. Ph.D. Dissertation, College of Business Administration, The Pennsylvania State University, Proquest, A Bell & Howell Co., Ann Arbor, MI.
    • (1985) A Social Process Examination of Organizational Buying Behavior
    • Ghingold, M.1
  • 20
    • 0025721326 scopus 로고
    • Simultaneous grouping of parts and machines in cellular manufacturing systems - An integer programming approach
    • Gunasingh K.R., Lashkari R.S. Simultaneous grouping of parts and machines in cellular manufacturing systems - an integer programming approach. Computers and Industrial Engineering. 20:1991;111-117.
    • (1991) Computers and Industrial Engineering , vol.20 , pp. 111-117
    • Gunasingh, K.R.1    Lashkari, R.S.2
  • 22
    • 0039900597 scopus 로고
    • The potential of group technology for US manufacturing
    • Hyer N. The potential of group technology for US manufacturing. Journal of Operations Management. 3:1984;183-202.
    • (1984) Journal of Operations Management , vol.3 , pp. 183-202
    • Hyer, N.1
  • 23
    • 0022077166 scopus 로고
    • Group technology oriented coding systems: Structures, applications and implementation
    • Hyer N.L., Wemmerlöv U. Group technology oriented coding systems: Structures, applications and implementation. Production and Inventory Management. 26:1985;55-78.
    • (1985) Production and Inventory Management , vol.26 , pp. 55-78
    • Hyer, N.L.1    Wemmerlöv, U.2
  • 25
    • 4344672502 scopus 로고
    • Production flow analysis using STORM
    • A.K. Kamrani, H.R. Parsaei, & D.H. Liles. Planning, Design, and Analysis of Cellular Manufacturing Systems. Amsterdam, The Netherlands: Elsevier Science Publishing
    • Irani S.A., Ramakrishnan R. Production Flow Analysis Using STORM. Kamrani A.K., Parsaei H.R., Liles D.H. Planning, Design, and Analysis of Cellular Manufacturing Systems. Manufacturing Research and Technology. vol. 24:1995;299-346 Elsevier Science Publishing, Amsterdam, The Netherlands.
    • (1995) Manufacturing Research and Technology , vol.24 , pp. 299-346
    • Irani, S.A.1    Ramakrishnan, R.2
  • 27
    • 0029755056 scopus 로고    scopus 로고
    • Manufacturing cell design: An integer programming model employing genetic algorithms
    • Joines J.A., Culbreth T.C., King R.E. Manufacturing cell design: An integer programming model employing genetic algorithms. IIE Transactions. 28(1):1996;69-85.
    • (1996) IIE Transactions , vol.28 , Issue.1 , pp. 69-85
    • Joines, J.A.1    Culbreth, T.C.2    King, R.E.3
  • 28
    • 49149149610 scopus 로고
    • Machine-component group formation in group technology
    • King J.R. Machine-component group formation in group technology. OMEGA. 8:1980;193-199.
    • (1980) Omega , vol.8 , pp. 193-199
    • King, J.R.1
  • 29
    • 0018991743 scopus 로고
    • Machine-part grouping in production flow analysis: An approach using a rank order clustering algorithm
    • King J.R. Machine-part grouping in production flow analysis: An approach using a rank order clustering algorithm. International Journal of Production Research. 18(2):1980;213-237.
    • (1980) International Journal of Production Research , vol.18 , Issue.2 , pp. 213-237
    • King, J.R.1
  • 30
    • 84952494480 scopus 로고
    • Machine part group formation in group technology - Review and extension
    • King J.R., Nakornchai V. Machine part group formation in group technology - review and extension. International Journal of Production Research. 20(2):1982;117-133.
    • (1982) International Journal of Production Research , vol.20 , Issue.2 , pp. 117-133
    • King, J.R.1    Nakornchai, V.2
  • 32
    • 4344703898 scopus 로고    scopus 로고
    • Master of Science Thesis, Department of Quantitative Analysis and Operations Management, College of Business, University of Cincinnati, Cincinnati, OH
    • Kulkarni, S., 1998. A genetic algorithm implementation of an optimal clustering model for cellular manufacturing. Master of Science Thesis, Department of Quantitative Analysis and Operations Management, College of Business, University of Cincinnati, Cincinnati, OH.
    • (1998) A Genetic Algorithm Implementation of an Optimal Clustering Model for Cellular Manufacturing
    • Kulkarni, S.1
  • 33
    • 34250115624 scopus 로고
    • The part families problem in flexible manufacturing systems
    • Kusiak A. The part families problem in flexible manufacturing systems. Annals of Operations Research. 3:1985;279-300.
    • (1985) Annals of Operations Research , vol.3 , pp. 279-300
    • Kusiak, A.1
  • 34
    • 0042982439 scopus 로고
    • A branch-and-bound algorithm for solving the group technology problem
    • Kusiak A., Cheng C. A branch-and-bound algorithm for solving the group technology problem. Annals of Operational Research. 26:1990;415-431.
    • (1990) Annals of Operational Research , vol.26 , pp. 415-431
    • Kusiak, A.1    Cheng, C.2
  • 35
    • 0031141291 scopus 로고    scopus 로고
    • A genetic algorithm based cell design considering alternative routing
    • Lee M.K., Luong H.S., Abhary K. A genetic algorithm based cell design considering alternative routing. Computer Integrated Manufacturing Systems. 10(2):1997;93-108.
    • (1997) Computer Integrated Manufacturing Systems , vol.10 , Issue.2 , pp. 93-108
    • Lee, M.K.1    Luong, H.S.2    Abhary, K.3
  • 36
    • 0034628951 scopus 로고    scopus 로고
    • Part family identification using a simple genetic algorithm
    • Lee-Post A. Part family identification using a simple genetic algorithm. International Journal of Production Research. 38(4):2000;793-810.
    • (2000) International Journal of Production Research , vol.38 , Issue.4 , pp. 793-810
    • Lee-Post, A.1
  • 37
    • 0015397231 scopus 로고
    • Problem decomposition and data reorganization by a clustering technique
    • McCormick W.T., Schweitzer P.J., White T.W. Problem decomposition and data reorganization by a clustering technique. Operations Research. 20:1972;993-1009.
    • (1972) Operations Research , vol.20 , pp. 993-1009
    • McCormick, W.T.1    Schweitzer, P.J.2    White, T.W.3
  • 40
    • 0001992427 scopus 로고
    • A comparative evaluation of nine well known algorithms for solving the cell formation problem in group technology
    • special issue on Group Technology and Cellular Manufacturing
    • Miltenburg J., Zhang W. A comparative evaluation of nine well known algorithms for solving the cell formation problem in group technology. (special issue on Group Technology and Cellular Manufacturing) Journal of Operations Management. 10(1):1991;44-72.
    • (1991) Journal of Operations Management , vol.10 , Issue.1 , pp. 44-72
    • Miltenburg, J.1    Zhang, W.2
  • 41
    • 0032652134 scopus 로고    scopus 로고
    • A genetic algorithm-based approach for design of independent manufacturing cells
    • Moon C., Gen M. A genetic algorithm-based approach for design of independent manufacturing cells. International Journal of Production Economics. 60-81:1999;421-426.
    • (1999) International Journal of Production Economics , vol.60-81 , pp. 421-426
    • Moon, C.1    Gen, M.2
  • 42
    • 0035247218 scopus 로고    scopus 로고
    • A genetic algorithm approach to cellular manufacturing systems
    • Onwubolu G.C., Mutingi M. A genetic algorithm approach to cellular manufacturing systems. Computers and Industrial Engineering. 39:2001;125-144.
    • (2001) Computers and Industrial Engineering , vol.39 , pp. 125-144
    • Onwubolu, G.C.1    Mutingi, M.2
  • 44
    • 0039827964 scopus 로고
    • Measuring cellular manufacturing performance
    • A.K. Kamrani, H.R. Parsaei, & D.H. Liles. Planning, Design, and Analysis of Cellular Manufacturing Systems, Amsterdam, The Netherlands: Elsevier Science Publishing
    • Rogers D.F., Shafer S.M. Measuring cellular manufacturing performance. Kamrani A.K., Parsaei H.R., Liles D.H. Planning, Design, and Analysis of Cellular Manufacturing Systems. Manufacturing Research and Technology. vol. 24:1995;147-165 Elsevier Science Publishing, Amsterdam, The Netherlands.
    • (1995) Manufacturing Research and Technology , vol.24 , pp. 147-165
    • Rogers, D.F.1    Shafer, S.M.2
  • 45
    • 0025632615 scopus 로고
    • Multiple objective decision making approach to cell formation: A goal programming model
    • Sankaran S. Multiple objective decision making approach to cell formation: A goal programming model. Mathematical Computational Modeling. 13:1990;71-82.
    • (1990) Mathematical Computational Modeling , vol.13 , pp. 71-82
    • Sankaran, S.1
  • 46
    • 0027663780 scopus 로고
    • On cell size and machine requirements planning in group technology systems
    • Sankaran S., Kasilingam R.G. On cell size and machine requirements planning in group technology systems. European Journal of Operational Research. 69:1993;373-383.
    • (1993) European Journal of Operational Research , vol.69 , pp. 373-383
    • Sankaran, S.1    Kasilingam, R.G.2
  • 47
    • 84953164255 scopus 로고
    • Application of the similarity coefficient method in group technology
    • Seifoddini H., Wolfe P.M. Application of the similarity coefficient method in group technology. IIE Transactions. 18:1986;271-277.
    • (1986) IIE Transactions , vol.18 , pp. 271-277
    • Seifoddini, H.1    Wolfe, P.M.2
  • 48
    • 0001860158 scopus 로고
    • A goal programming approach to the cell formation problem
    • special issue on Group Technology and Cellular Manufacturing
    • Shafer S.M., Rogers D.F. A goal programming approach to the cell formation problem. (special issue on Group Technology and Cellular Manufacturing) Journal of Operations Management. 10(1):1991;28-43.
    • (1991) Journal of Operations Management , vol.10 , Issue.1 , pp. 28-43
    • Shafer, S.M.1    Rogers, D.F.2
  • 49
    • 0027589547 scopus 로고
    • Similarity and distance measures for cellular manufacturing. Part I. A survey
    • Shafer S.M., Rogers D.F. Similarity and distance measures for cellular manufacturing. Part I. A survey. International Journal of Production Research. 31(5):1993;1133-1142.
    • (1993) International Journal of Production Research , vol.31 , Issue.5 , pp. 1133-1142
    • Shafer, S.M.1    Rogers, D.F.2
  • 50
    • 0027610411 scopus 로고
    • Similarity and distance measures for cellular manufacturing. Part II. An extension and comparison
    • Shafer S.M., Rogers D.F. Similarity and distance measures for cellular manufacturing. Part II. An extension and comparison. International Journal of Production Research. 31(6):1993;1315-1326.
    • (1993) International Journal of Production Research , vol.31 , Issue.6 , pp. 1315-1326
    • Shafer, S.M.1    Rogers, D.F.2
  • 51
    • 0027663979 scopus 로고
    • Design of cellular manufacturing systems: An invited review
    • Singh N. Design of cellular manufacturing systems: An invited review. European Journal of Operational Research. 69:1993;284-291.
    • (1993) European Journal of Operational Research , vol.69 , pp. 284-291
    • Singh, N.1
  • 52
    • 0029369698 scopus 로고
    • Cell formation using zero-one matrices - Experiences with real-life data and inferences
    • Srinivasan G. Cell formation using zero-one matrices - experiences with real-life data and inferences. Computers and Industrial Engineering. 29(1-4):1995;303-307.
    • (1995) Computers and Industrial Engineering , vol.29 , Issue.1-4 , pp. 303-307
    • Srinivasan, G.1
  • 54
    • 84985748291 scopus 로고
    • An optimal model for cell formation decisions
    • Wei J.C., Gaither N. An optimal model for cell formation decisions. Decision Sciences. 21:1990;416-433.
    • (1990) Decision Sciences , vol.21 , pp. 416-433
    • Wei, J.C.1    Gaither, N.2
  • 56
    • 0034688395 scopus 로고    scopus 로고
    • A genetic algorithm for manufacturing cell formation with multiple routes and multiple objectives
    • Zhao C., Wu Z. A genetic algorithm for manufacturing cell formation with multiple routes and multiple objectives. International Journal of Production Research. 38(2):2000;385-395.
    • (2000) International Journal of Production Research , vol.38 , Issue.2 , pp. 385-395
    • Zhao, C.1    Wu, Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.