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Volumn 104, Issue 2, 2006, Pages 598-614

A Genetic Algorithm tool for optimising cellular or functional layouts in the capital goods industry

Author keywords

Cellular manufacturing; Facilities layout problem; Genetic Algorithm; Layout; Plant layout

Indexed keywords

CELLULAR MANUFACTURING; GENETIC ALGORITHMS; OPTIMIZATION; PROBABILITY; PROBLEM SOLVING; STATISTICAL METHODS; STRUCTURAL DESIGN;

EID: 33748747850     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2005.03.010     Document Type: Article
Times cited : (34)

References (48)
  • 1
    • 0031378634 scopus 로고    scopus 로고
    • A genetic algorithm for the part family formation problem
    • Al-Sultan K.S., and Fedjki C.A. A genetic algorithm for the part family formation problem. Production Planning and Control 8 8 (1997) 788-796
    • (1997) Production Planning and Control , vol.8 , Issue.8 , pp. 788-796
    • Al-Sultan, K.S.1    Fedjki, C.A.2
  • 3
    • 0242653680 scopus 로고    scopus 로고
    • Use of genetic algorithms to solve production and operations management problems: A review
    • Aytug H., Knouja M., and Vergara F.E. Use of genetic algorithms to solve production and operations management problems: A review. International Journal of Production Research 41 17 (2003) 3955-4009
    • (2003) International Journal of Production Research , vol.41 , Issue.17 , pp. 3955-4009
    • Aytug, H.1    Knouja, M.2    Vergara, F.E.3
  • 4
    • 0034694502 scopus 로고    scopus 로고
    • Facility layout optimization using simulation and genetic algorithms
    • Azadivar F., and Wang J. Facility layout optimization using simulation and genetic algorithms. International Journal of Production Research 38 17 (2000) 4369-4383
    • (2000) International Journal of Production Research , vol.38 , Issue.17 , pp. 4369-4383
    • Azadivar, F.1    Wang, J.2
  • 5
    • 0029753215 scopus 로고    scopus 로고
    • Manufacturing cell formation using similarity coefficients and pair-wise interchange: Formulation and comparison
    • Balakrishnan J. Manufacturing cell formation using similarity coefficients and pair-wise interchange: Formulation and comparison. Production Planning and Control 7 1 (1996) 11-21
    • (1996) Production Planning and Control , vol.7 , Issue.1 , pp. 11-21
    • Balakrishnan, J.1
  • 6
    • 0023347871 scopus 로고
    • A within cell utilization based heuristic for designing cellular manufacturing systems
    • Ballakur A., and Steudel H.J. A within cell utilization based heuristic for designing cellular manufacturing systems. International Journal of Production Research 25 5 (1987) 639-665
    • (1987) International Journal of Production Research , vol.25 , Issue.5 , pp. 639-665
    • Ballakur, A.1    Steudel, H.J.2
  • 8
    • 0020388157 scopus 로고
    • Direct clustering algorithm for group formation in cellular manufacturing
    • Chan H.A., and Milner D.A. Direct clustering algorithm for group formation in cellular manufacturing. Journal of Manufacturing Systems 1 1 (1982) 65-72
    • (1982) Journal of Manufacturing Systems , vol.1 , Issue.1 , pp. 65-72
    • Chan, H.A.1    Milner, D.A.2
  • 9
    • 0028464285 scopus 로고
    • A study of genetic crossover operations on the facilities layout problem
    • Chan K.C., and Tansri H. A study of genetic crossover operations on the facilities layout problem. Computers & Industrial Engineering 26 3 (1994) 537-550
    • (1994) Computers & Industrial Engineering , vol.26 , Issue.3 , pp. 537-550
    • Chan, K.C.1    Tansri, H.2
  • 10
    • 0030242447 scopus 로고    scopus 로고
    • Improved tabu search heuristic for solving facility layout design problems
    • Chiang W.C., and Kouvelis P. Improved tabu search heuristic for solving facility layout design problems. International Journal of Production Research 34 9 (1996) 2565-2585
    • (1996) International Journal of Production Research , vol.34 , Issue.9 , pp. 2565-2585
    • Chiang, W.C.1    Kouvelis, P.2
  • 11
    • 0027544784 scopus 로고
    • A facility layout for flexible manufacturing systems
    • Das S. A facility layout for flexible manufacturing systems. International Journal of Production Research 31 2 (1993) 279-297
    • (1993) International Journal of Production Research , vol.31 , Issue.2 , pp. 279-297
    • Das, S.1
  • 12
    • 0034229139 scopus 로고    scopus 로고
    • Recent developments in evolutionary computing for manufacturing optimization: problems, solutions and comparisons
    • Dimopoulos C., and Zalzala A.M.S. Recent developments in evolutionary computing for manufacturing optimization: problems, solutions and comparisons. IEEE Transactions on Evolutionary Computation 68 2 (2000) 93-113
    • (2000) IEEE Transactions on Evolutionary Computation , vol.68 , Issue.2 , pp. 93-113
    • Dimopoulos, C.1    Zalzala, A.M.S.2
  • 16
    • 0032169192 scopus 로고    scopus 로고
    • Efficient solutions to the cell-formation problem with multiple routings via a double-loop genetic algorithm
    • Gravel M., Luntala Nsakanda A., and Price W. Efficient solutions to the cell-formation problem with multiple routings via a double-loop genetic algorithm. European Journal of Operational Research 109 2 (1998) 286-298
    • (1998) European Journal of Operational Research , vol.109 , Issue.2 , pp. 286-298
    • Gravel, M.1    Luntala Nsakanda, A.2    Price, W.3
  • 18
    • 0033101918 scopus 로고    scopus 로고
    • Development and validation of genetic algorithm-based facility layout-a case study in the pharmaceutical industry
    • Hamamoto S., Yih Y., and Salvendy G. Development and validation of genetic algorithm-based facility layout-a case study in the pharmaceutical industry. International Journal of Production Research 37 4 (1999) 749-768
    • (1999) International Journal of Production Research , vol.37 , Issue.4 , pp. 749-768
    • Hamamoto, S.1    Yih, Y.2    Salvendy, G.3
  • 20
    • 33748756540 scopus 로고    scopus 로고
    • Hicks, C., 1998. Computer aided production management (CAPM) systems in make-to-order/engineer-to-order heavy engineering companies. Ph.D. Thesis, Faculty of Engineering, University of Newcastle.
  • 21
    • 2442618445 scopus 로고    scopus 로고
    • A Genetic Algorithm tool for designing manufacturing facilities in the capital goods industry
    • Hicks C. A Genetic Algorithm tool for designing manufacturing facilities in the capital goods industry. International Journal of Production Economics 90 2 (2004) 199-211
    • (2004) International Journal of Production Economics , vol.90 , Issue.2 , pp. 199-211
    • Hicks, C.1
  • 22
    • 0034672925 scopus 로고    scopus 로고
    • Computer-aided production management issues in the engineer-to-order production of complex capital goods explored using a simulation approach
    • Hicks C., and Braiden P.M. Computer-aided production management issues in the engineer-to-order production of complex capital goods explored using a simulation approach. International Journal of Production Research 38 18 (2000) 4783-4810
    • (2000) International Journal of Production Research , vol.38 , Issue.18 , pp. 4783-4810
    • Hicks, C.1    Braiden, P.M.2
  • 24
    • 0032098010 scopus 로고    scopus 로고
    • Genetic algorithm approach for multiple criteria facility layout design
    • Islier A.A. Genetic algorithm approach for multiple criteria facility layout design. International Journal of Production Research 36 6 (1998) 1549-1569
    • (1998) International Journal of Production Research , vol.36 , Issue.6 , pp. 1549-1569
    • Islier, A.A.1
  • 25
    • 0018991743 scopus 로고
    • Machine-component grouping in production flow analysis: An approach using a rank order clustering algorithm
    • King J.R. Machine-component grouping in production flow analysis: An approach using a rank order clustering algorithm. International Journal of Production Research 18 2 (1980) 213-232
    • (1980) International Journal of Production Research , vol.18 , Issue.2 , pp. 213-232
    • King, J.R.1
  • 28
    • 0002436396 scopus 로고
    • Machine grouping for efficient production
    • McAuley J. Machine grouping for efficient production. Production Engineer 51 (1972) 53-57
    • (1972) Production Engineer , vol.51 , pp. 53-57
    • McAuley, J.1
  • 29
    • 33748756288 scopus 로고    scopus 로고
    • Michalewicz, Z., 1995. A survey of constraint handling techniques in evolutionary computation methods. Evolutionary Programming, vol. IV. San Diego, CA, March, pp. 135-158.
  • 32
    • 0032652134 scopus 로고    scopus 로고
    • A genetic algorithm-based approach for design of independent manufacturing cells
    • Moon C., and Gen M. A genetic algorithm-based approach for design of independent manufacturing cells. International Journal of Production Economics 60-61 (1999) 421-426
    • (1999) International Journal of Production Economics , vol.60-61 , pp. 421-426
    • Moon, C.1    Gen, M.2
  • 33
    • 0037352881 scopus 로고    scopus 로고
    • Evolutionary approaches to the design and organization of manufacturing systems
    • Pierreval H., Caux C., Paris J.L., and Viguier F. Evolutionary approaches to the design and organization of manufacturing systems. Computers and Industrial Engineering 44 3 (2003) 339-364
    • (2003) Computers and Industrial Engineering , vol.44 , Issue.3 , pp. 339-364
    • Pierreval, H.1    Caux, C.2    Paris, J.L.3    Viguier, F.4
  • 34
    • 0033882090 scopus 로고    scopus 로고
    • Cell formation using evolutionary algorithms with certain constraints
    • Plaquin M.-F., and Pierreval H. Cell formation using evolutionary algorithms with certain constraints. International Journal of Production Economics 64 1-3 (2000) 267-278
    • (2000) International Journal of Production Economics , vol.64 , Issue.1-3 , pp. 267-278
    • Plaquin, M.-F.1    Pierreval, H.2
  • 35
    • 33748749924 scopus 로고    scopus 로고
    • Pongcharoen, P., 2001. A genetic algorithm for production scheduling in the capital goods industry. Ph.D. Thesis, Faculty of Engineering, University of Newcastle.
  • 36
    • 33748741131 scopus 로고    scopus 로고
    • Pongcharoen, P., Hicks, C., Braiden, P.M., Metcalfe, A.V., Stewardson, D.J., 2000. Using Genetic Algorithms for scheduling the production of capital goods. The 11th International Working Seminar on Production Economics, Igls, Austria, 21-25 February, pp. 429-458.
  • 37
    • 0037063279 scopus 로고    scopus 로고
    • Determining optimum Genetic Algorithm parameters for scheduling the manufacturing and assembly of complex products
    • Pongcharoen P., Hicks C., Braiden P.M., and Stewardson D. Determining optimum Genetic Algorithm parameters for scheduling the manufacturing and assembly of complex products. International Journal of Production Economics 78 3 (2002) 311-378
    • (2002) International Journal of Production Economics , vol.78 , Issue.3 , pp. 311-378
    • Pongcharoen, P.1    Hicks, C.2    Braiden, P.M.3    Stewardson, D.4
  • 38
    • 2342551913 scopus 로고    scopus 로고
    • Applying designed experiments to optimise the performance of genetic algorithms used for scheduling complex products in the capital goods industry
    • Pongcharoen P., Stewardson D.J., Hicks C., and Braiden P.M. Applying designed experiments to optimise the performance of genetic algorithms used for scheduling complex products in the capital goods industry. Journal of Applied Statistics 28 3 (2001) 441-455
    • (2001) Journal of Applied Statistics , vol.28 , Issue.3 , pp. 441-455
    • Pongcharoen, P.1    Stewardson, D.J.2    Hicks, C.3    Braiden, P.M.4
  • 40
    • 84953164255 scopus 로고
    • Application of the similarity coefficient method in group technology
    • Seifoddini H., and Wolfe P.M. Application of the similarity coefficient method in group technology. IIE Transactions 18 3 (1986) 228-271
    • (1986) IIE Transactions , vol.18 , Issue.3 , pp. 228-271
    • Seifoddini, H.1    Wolfe, P.M.2
  • 41
    • 33748743751 scopus 로고    scopus 로고
    • Starkweather, T., McDaniel, S., Whitley, C., Mathias, K. and Whitley, D., 1991. A comparison of genetic sequencing operators. Fourth International Conference on Genetic Algorithms, California, pp. 69-76.
  • 43
    • 0032294137 scopus 로고    scopus 로고
    • Solving facility layout problems with geometric constraints using parallel genetic algorithms: Experimentation and findings
    • Tam K.Y., and Chan S.K. Solving facility layout problems with geometric constraints using parallel genetic algorithms: Experimentation and findings. International Journal of Production Research 36 12 (1998) 3253-3272
    • (1998) International Journal of Production Research , vol.36 , Issue.12 , pp. 3253-3272
    • Tam, K.Y.1    Chan, S.K.2
  • 44
    • 0037061526 scopus 로고    scopus 로고
    • Grouping of parts and machines in presence of alternative process routes by genetic algorithm
    • Uddin M.K., and Shanker K. Grouping of parts and machines in presence of alternative process routes by genetic algorithm. International Journal of Production Economics 76 3 (2002) 219-228
    • (2002) International Journal of Production Economics , vol.76 , Issue.3 , pp. 219-228
    • Uddin, M.K.1    Shanker, K.2
  • 45
    • 0024731850 scopus 로고
    • Cellular manufacturing in the U.S. industry: A survey of users
    • Wemmerlov U., and Hyer N.L. Cellular manufacturing in the U.S. industry: A survey of users. International Journal of Production Research 27 9 (1989) 1511-1530
    • (1989) International Journal of Production Research , vol.27 , Issue.9 , pp. 1511-1530
    • Wemmerlov, U.1    Hyer, N.L.2
  • 46
    • 0001312511 scopus 로고
    • An efficient and portable pseudo-random number generator
    • Wichmann B.A., and Hill I.D. An efficient and portable pseudo-random number generator. Applied Statistics 31 (1982) 188-190
    • (1982) Applied Statistics , vol.31 , pp. 188-190
    • Wichmann, B.A.1    Hill, I.D.2
  • 47
    • 33748744475 scopus 로고    scopus 로고
    • Wolpert, D.H., Macready, W.G., 1995. No Free Lunch Theorems for Optimisation. Santa Fe Institute, SFI-TR-05-010, Santa Fe.
  • 48
    • 33748752899 scopus 로고    scopus 로고
    • Wu, Y., 1999. Computer aided design of cellular manufacturing layout. Ph.D. Thesis, School of Engineering and Applied Science, University of Durham.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.