메뉴 건너뛰기




Volumn 39, Issue 3, 2012, Pages 2408-2414

Genetic algorithm and large neighbourhood search to solve the cell formation problem

Author keywords

Cell formation problem; Destroy recover strategy; Grouping efficiency; Local search; Steady state genetic algorithm; Uniform crossover

Indexed keywords

CELL FORMATION PROBLEM; GROUPING EFFICIENCY; LOCAL SEARCH; STEADY-STATE GENETIC ALGORITHMS; UNIFORM CROSSOVER;

EID: 80255131398     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.08.089     Document Type: Article
Times cited : (31)

References (41)
  • 2
    • 0026112945 scopus 로고
    • A linear formulation of the machine-part cell formation problem
    • F.F. Boctor A linear formulation of the machine-part cell formation problem International Journal of Production Research 29 1991 343 356
    • (1991) International Journal of Production Research , vol.29 , pp. 343-356
    • Boctor, F.F.1
  • 3
    • 0026239192 scopus 로고
    • A close neighbour algorithm for designing cellular manufacturing systems
    • W.J. Boe, and C.H. Cheng A close neighbour algorithm for designing cellular manufacturing systems International Journal of Production Research 29 10 1991 2097 2116
    • (1991) International Journal of Production Research , vol.29 , Issue.10 , pp. 2097-2116
    • Boe, W.J.1    Cheng, C.H.2
  • 4
    • 0015671595 scopus 로고
    • Numerical taxonomy applied to group technology and plant layout
    • A.S. Carrie Numerical taxonomy applied to group technology and plant layout International Journal of Production Research 11 4 1973 399 416
    • (1973) International Journal of Production Research , vol.11 , Issue.4 , pp. 399-416
    • Carrie, A.S.1
  • 7
    • 0023366202 scopus 로고
    • Zodiac - An algorithm for concurrent formation of part-families and machine-cells
    • M.P. Chandrasekharan, and R. Rajagopalan ZODIAC: An algorithm for concurrent formation of part-families and machine-cells International Journal of Production Research 25 6 1987 835 850 (Pubitemid 17598496)
    • (1987) International Journal of Production Research , vol.25 , Issue.6 , pp. 835-850
    • Chandrasekharan, M.P.1    Rajagopalan, R.2
  • 8
    • 0024673656 scopus 로고
    • GROUPABILITY: An analysis of the properties of binary data matrices for group technology
    • M.P. Chandrasekharan, and R. Rajagopalan GROUPABILITY: An analysis of the properties of binary data matrices for group technology International Journal of Production Research 27 6 1989 1035 1052
    • (1989) International Journal of Production Research , vol.27 , Issue.6 , pp. 1035-1052
    • Chandrasekharan, M.P.1    Rajagopalan, R.2
  • 9
    • 0020388157 scopus 로고
    • Direct clustering algorithm for group formation in cellular manufacture
    • H.M. Chan, and D.A. Milner Direct clustering algorithm for group formation in cellular manufacture Journal of Manufacturing Systems 1 1 1982 65 75 (Pubitemid 13607660)
    • (1982) Journal of Manufacturing Systems , vol.1 , Issue.1 , pp. 65-75
    • Chan, H.M.1    Milner, D.A.2
  • 12
    • 0034229139 scopus 로고    scopus 로고
    • Recent developments in evolutionary computations for manufacturing optimization: Problems, solutions, and comparisons
    • C. Dimopoulos, and A.M.S. Zalzala Recent developments in evolutionary computations for manufacturing optimization: problems, solutions, and comparisons IEEE Transactions on Evolutionary Computations 4 2000 93 113
    • (2000) IEEE Transactions on Evolutionary Computations , vol.4 , pp. 93-113
    • Dimopoulos, C.1    Zalzala, A.M.S.2
  • 16
    • 33845334819 scopus 로고    scopus 로고
    • A hybrid grouping genetic algorithm for the cell formation problem
    • DOI 10.1016/j.cor.2005.08.010, PII S0305054805002649
    • T.J. James, E.C. Brown, and K.B. Keeling A hybrid grouping genetic algorithm for the cell formation problem Computers & Operations Research 34 2007 2059 2079 (Pubitemid 44879773)
    • (2007) Computers and Operations Research , vol.34 , Issue.7 , pp. 2059-2079
    • James, T.L.1    Brown, E.C.2    Keeling, K.B.3
  • 17
    • 0018991743 scopus 로고
    • Machine-component grouping in production flow analysis: An approach using a rank order clusterng algorithm
    • J.R. King Machine-component grouping in production flow analysis: An approach using a rank order clustering algorithm International Journal of Production Research 18 1980 213 232 (Pubitemid 11434038)
    • (1980) International Journal of Production Research , vol.18 , Issue.2 , pp. 213-232
    • King, J.R.1
  • 18
    • 84952494480 scopus 로고
    • Machine-component group formation in group technology: Review and extension
    • J.R. King, and V. Nakornchai Machine-component 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
  • 19
    • 84952536386 scopus 로고
    • Grouping efficiency: A quantitative criterion for goodness of block diagonal forms of binary matrices in group technology
    • C.S. Kumar, and M. Chandrasekharan Grouping efficiency: A quantitative criterion for goodness of block diagonal forms of binary matrices in group technology International Journal of Production Research 28 1990 233 243
    • (1990) International Journal of Production Research , vol.28 , pp. 233-243
    • Kumar, C.S.1    Chandrasekharan, M.2
  • 20
    • 0022679940 scopus 로고
    • Grouping of parts and components in flexible manufacturing systems
    • DOI 10.1016/0377-2217(86)90032-9
    • K.R. Kumar, A. Kusiak, and A. Vannelli Grouping of parts and components in flexible manufacturing systems European Journal of Operational Research 24 1986 387 397 (Pubitemid 16502440)
    • (1986) European Journal of Operational Research , vol.24 , Issue.3 , pp. 387-397
    • Kumar K.Ravi1    Kusiak Andrew2    Vannelli Anthony3
  • 21
    • 0023560462 scopus 로고
    • Strategic subcontracting for efficient disaggregate manufacturing
    • K.R. Kumar, and A. Vannelli Strategic subcontracting for efficient disaggregated manufacturing International Journal of Production Research 25 12 1987 1715 1728 (Pubitemid 18548981)
    • (1987) International Journal of Production Research , vol.25 , Issue.12 , pp. 1715-1728
    • Ravi Kumar, K.1    Vannelli, A.2
  • 22
    • 0026955031 scopus 로고
    • Similarity coefficient algorithms for solving the group technology problem
    • A. Kusiak, and M. Cho Similarity coefficient algorithm for solving the group technology problem International Journal of Production Research 30 11 1992 2633 2646 (Pubitemid 23574545)
    • (1992) International Journal of Production Research , vol.30 , Issue.11 , pp. 2633-2646
    • Kusiak, A.1    Cho, M.2
  • 23
    • 0023206153 scopus 로고
    • Efficient solving of the group technology problem
    • A. Kusiak, and W.S. Chow Efficient solving of the group technology problem Journal of Manufacturing Systems 6 2 1987 117 124 (Pubitemid 17615712)
    • (1987) Journal of Manufacturing Systems , vol.6 , Issue.2 , pp. 117-124
    • Kusiak Andrew1    Chow Wing, S.2
  • 24
    • 59249083375 scopus 로고    scopus 로고
    • A hybrid approach of ordinal optimization and iterated local search for manufacturing cell formation
    • L. Luo, and L. Tang A hybrid approach of ordinal optimization and iterated local search for manufacturing cell formation The International Journal of Advance Manufacturing Technology 40 2009 362 372
    • (2009) The International Journal of Advance Manufacturing Technology , vol.40 , pp. 362-372
    • Luo, L.1    Tang, L.2
  • 25
    • 58349114021 scopus 로고    scopus 로고
    • Genetic algorithm approach for solving a cell formation problem in cellular manufacturing
    • I. Mahdavi, M.M. Paydar, M. Solimanpur, and A. Heidarzade Genetic algorithm approach for solving a cell formation problem in cellular manufacturing Expert Systems with Applications 36 2009 6598 6604
    • (2009) Expert Systems with Applications , vol.36 , pp. 6598-6604
    • Mahdavi, I.1    Paydar, M.M.2    Solimanpur, M.3    Heidarzade, A.4
  • 26
    • 0015397231 scopus 로고
    • Problem decomposition and data reorganization by a clustering technique
    • W.T. McCormick, P.J. Schweitzer, and T.W. White 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
  • 27
    • 0000637977 scopus 로고
    • The facets of group technology and their impact on implementation
    • C.T. Mosier, and L. Taube The facets of group technology and their impact on implementation OMEGA 13 5 1985 381 391
    • (1985) OMEGA , vol.13 , Issue.5 , pp. 381-391
    • Mosier, C.T.1    Taube, L.2
  • 28
    • 0001147306 scopus 로고
    • Weighted similarity measure heuristics for the group technology machine clustering problem
    • C.T. Mosier, and L. Taube Weighted similarity measure heuristics for the group technology machine clustering problem OMEGA 13 6 1985 577 583
    • (1985) OMEGA , vol.13 , Issue.6 , pp. 577-583
    • Mosier, C.T.1    Taube, L.2
  • 29
    • 0027660795 scopus 로고
    • Worst-Case Analysis of an Algorithm for Cellular Manufacturing Systems
    • S. Ng Worst-Case Analysis of an Algorithm for Cellular Manufacturing Systems European Journal of Operational Research 69 3 1993 384 398
    • (1993) European Journal of Operational Research , vol.69 , Issue.3 , pp. 384-398
    • Ng, S.1
  • 30
    • 33846068585 scopus 로고    scopus 로고
    • A general heuristic for vehicle routing problems
    • DOI 10.1016/j.cor.2005.09.012, PII S0305054805003023
    • D. Pisinger, and S. Ropke A general heuristic for vehicle routing problems Computers & Operations Research 34 2007 2403 2435 (Pubitemid 46073431)
    • (2007) Computers and Operations Research , vol.34 , Issue.8 , pp. 2403-2435
    • Pisinger, D.1    Ropke, S.2
  • 31
    • 80255136586 scopus 로고    scopus 로고
    • An efficient genetic algorithm to solve the manufacturing cell formation problem
    • I.C. Parmee, Springer-Verlag
    • W. Rojas, M. Solar, M. Chacon, and J.A. Ferland An efficient genetic algorithm to solve the manufacturing cell formation problem I.C. Parmee, Adaptive Computing in Design and Manufacture Vol. VI 2004 Springer-Verlag 173 184
    • (2004) Adaptive Computing in Design and Manufacture , vol.6 , pp. 173-184
    • Rojas, W.1    Solar, M.2    Chacon, M.3    Ferland, J.A.4
  • 32
    • 0035124330 scopus 로고    scopus 로고
    • A comparison of existing grouping efficiency measures and a new grouping efficiency measure
    • B. Sarker, and M. Khan A comparison of existing grouping efficiency measures and a new grouping efficiency measure IIE Transactions 33 2001 11 27
    • (2001) IIE Transactions , vol.33 , pp. 11-27
    • Sarker, B.1    Khan, M.2
  • 34
    • 0024699683 scopus 로고
    • A note on the similarity coefficient method and the problem of improper machine assignment in group technology applications
    • H. Seifoddini A note on the similarity coefficient method and the problem of improper machine assignment in group technology applications International Journal of Production Research 27 7 1989 1161 1165
    • (1989) International Journal of Production Research , vol.27 , Issue.7 , pp. 1161-1165
    • Seifoddini, H.1
  • 35
    • 84953164255 scopus 로고
    • Application of the similarity coefficient method in group technology
    • H. Seifoddini, and P.M. Wolfe Application of the similarity coefficient method in group technology IIE Transactions 18 3 1986 271 277
    • (1986) IIE Transactions , vol.18 , Issue.3 , pp. 271-277
    • Seifoddini, H.1    Wolfe, P.M.2
  • 36
    • 84957372764 scopus 로고    scopus 로고
    • Using Constraint Programming and Local Search Methods to Solve Vehicle Routing Problems
    • Principles and Practice of Constraint Programming - CP98
    • Shaw, P.; (1998). Using constraint programming and local search methods to solve vehicle routing problems. In: M. Maher, J. F. Puget (Eds.), Fourth international conference on principles and practice of constraint programming CP-98. Lecture notes in computer science (Vol. 1520, pp. 417-431). (Pubitemid 128151602)
    • (1998) Lecture Notes in Computer Science , Issue.1520 , pp. 417-431
    • Shaw, P.1
  • 39
    • 0001842954 scopus 로고
    • A study of reproduction in generational and steady-state genetic algorithms
    • G.J.E. Rawlings, Morgan Kaufmann San Mateo, CA
    • G. Syswerda A study of reproduction in generational and steady-state genetic algorithms G.J.E. Rawlings, Foundations of genetic algorithms 1992 Morgan Kaufmann San Mateo, CA 4 101
    • (1992) Foundations of Genetic Algorithms , pp. 4-101
    • Syswerda, G.1
  • 40
    • 60749100440 scopus 로고    scopus 로고
    • An enhanced genetic algorithm for solving the cell formation problem
    • T. Tunnukij, and C. Hicks An enhanced genetic algorithm for solving the cell formation problem International Journal of Production research 47 2009 1989 2007
    • (2009) International Journal of Production Research , vol.47 , pp. 1989-2007
    • Tunnukij, T.1    Hicks, C.2
  • 41
    • 0021522817 scopus 로고
    • Machine-component cell formation in group technology: Mace
    • P.H. Waghodekar, and S. Sahu Machine-component cell formation in group technology MACE International Journal of Production Research 22 1984 937 948 (Pubitemid 15474164)
    • (1984) International Journal of Production Research , vol.22 , Issue.6 , pp. 937-948
    • Waghodekar, P.H.1    Sahu, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.