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Volumn 62, Issue 4, 2012, Pages 1055-1064

A genetic algorithm with the heuristic procedure to solve the multi-line layout problem

Author keywords

Genetic algorithm; Heuristic initial population; Heuristic operators; Multi line facility layout with the multi products

Indexed keywords

COST DATA; CROSSOVER AND MUTATION; ENTROPY-BASED ALGORITHM; FACILITY LAYOUT PROBLEMS; HEURISTIC INITIAL POPULATION; HEURISTIC PROCEDURES; INITIAL POPULATION; INPUT VALUES; LAYOUT PROBLEMS; MATERIAL FLOW PATTERN; MATERIAL HANDLING COSTS; MATRIX ENCODING; METAHEURISTIC; MULTI-LINE FACILITY LAYOUT WITH THE MULTI-PRODUCTS; MULTI-PRODUCTS; SCHEMATIC REPRESENTATIONS; TOTAL COSTS;

EID: 84858700224     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cie.2011.12.033     Document Type: Article
Times cited : (85)

References (64)
  • 2
    • 0034691901 scopus 로고    scopus 로고
    • On solving facility layout problems using genetic algorithms
    • L. Al-Hakim On solving facility layout problems using genetic algorithms International Journal of Production Research 38 2000 2573 2582
    • (2000) International Journal of Production Research , vol.38 , pp. 2573-2582
    • Al-Hakim, L.1
  • 3
    • 77955427716 scopus 로고    scopus 로고
    • An improved algorithm for layout design in cellular manufacturing systems
    • Sh. Ariafar, and N. Ismail An improved algorithm for layout design in cellular manufacturing systems Journal of Manufacturing Systems 28 2009 132 139
    • (2009) Journal of Manufacturing Systems , vol.28 , pp. 132-139
    • Ariafar, Sh.1    Ismail, N.2
  • 7
    • 0035421480 scopus 로고    scopus 로고
    • Computational aspects of the facility layout design problem
    • DOI 10.1016/S0362-546X(01)00662-9, PII S0362546X01006629
    • L. Caccetta, and Y.S. Kusumah Computational aspects of the facility layout design problem Non-Linear Analysis 7 2001 5599 5610 (Pubitemid 32768080)
    • (2001) Nonlinear Analysis, Theory, Methods and Applications , vol.47 , Issue.8 , pp. 5599-5610
    • Caccetta, L.1    Kusumah, Y.S.2
  • 8
    • 0028464285 scopus 로고
    • A study of genetic crossover operations on the facility layout problem
    • K.C. Chan, and H. Tansri A study of genetic crossover operations on the facility layout problem Computers and Industrial Engineering 26 1994 537 550
    • (1994) Computers and Industrial Engineering , vol.26 , pp. 537-550
    • Chan, K.C.1    Tansri, H.2
  • 9
    • 0346276622 scopus 로고    scopus 로고
    • A solution to the facility layout problem using simulated annealing
    • PII S0166361597001061
    • L. Chwif, M.R.P. Barretto, and L.A. Moscato A solution to the facility layout problem using simulated annealing Computers in Industry 36 1998 125 132 (Pubitemid 128407632)
    • (1998) Computers in Industry , vol.36 , Issue.1-2 , pp. 125-132
    • Chwif, L.1    Pereira Barretto, M.R.2    Moscato, L.A.3
  • 11
    • 6344229867 scopus 로고    scopus 로고
    • A genetic algorithm for facility layout problems of different manufacturing environments
    • M.A. El-Baz A genetic algorithm for facility layout problems of different manufacturing environments Computers and Industrial Engineering 47 2004 233 246
    • (2004) Computers and Industrial Engineering , vol.47 , pp. 233-246
    • El-Baz, M.A.1
  • 12
    • 27744502683 scopus 로고    scopus 로고
    • Integrating data envelopment analysis and analytic hierarchy for the facility layout design in manufacturing systems
    • DOI 10.1016/j.ins.2004.12.001, PII S0020025504003391
    • T. Ertay, D. Ruan, and U.R. Tuzkaya Integrating data envelopment analysis and analytic hierarchy for the facility layout design in manufacturing systems Information Sciences 176 2006 237 262 (Pubitemid 41625570)
    • (2006) Information Sciences , vol.176 , Issue.3 , pp. 237-262
    • Ertay, T.1    Ruan, D.2    Tuzkaya, U.R.3
  • 20
    • 0022559425 scopus 로고
    • Optimization of control parameters for genetic algorithms
    • DOI 10.1109/TSMC.1986.289288
    • J.J. Grefenstette Optimization of control parameters for genetic algorithms IEEE Transactions on Systems, Man, and Cybernetics 16 1986 122 128 (Pubitemid 16187857)
    • (1986) IEEE Transactions on Systems, Man and Cybernetics , vol.16 , Issue.1 , pp. 122-128
    • Grefenstette, J.J.1
  • 21
    • 77949266060 scopus 로고    scopus 로고
    • Associating visual textures with human perceptions using genetic algorithms
    • W. Groissboeck, E. Lughofer, and S. Thumfart Associating visual textures with human perceptions using genetic algorithms Information Sciences 180 2010 2065 2084
    • (2010) Information Sciences , vol.180 , pp. 2065-2084
    • Groissboeck, W.1    Lughofer, E.2    Thumfart, S.3
  • 22
    • 84858706719 scopus 로고    scopus 로고
    • An application of real-coded genetic algorithm (RCGA) for integer linear programming in production-transportation problems with flexible transportation cost
    • R.K. Gupta, and A.K. Bhunia An application of real-coded genetic algorithm (RCGA) for integer linear programming in production-transportation problems with flexible transportation cost Advanced Modeling and Optimization 8 2006 73 98
    • (2006) Advanced Modeling and Optimization , vol.8 , pp. 73-98
    • Gupta, R.K.1    Bhunia, A.K.2
  • 23
    • 0033101918 scopus 로고    scopus 로고
    • Development and validation of genetic algorithm-based facility layout a case study in the pharmaceutical industry
    • S. Hamamoto Development and validation of genetic algorithm-based facility layout a case study in the pharmaceutical industry International Journal of Production Research 37 1999 749 768
    • (1999) International Journal of Production Research , vol.37 , pp. 749-768
    • Hamamoto, S.1
  • 24
    • 34250028379 scopus 로고    scopus 로고
    • Ant colony optimization for solving an industrial layout problem
    • DOI 10.1016/j.ejor.2006.10.032, PII S0377221706010654
    • Y. Hani, L. Amodeo, F. Yalaoui, and H. Chen Ant colony optimization for solving an industrial layout problem European Journal of Operational Research 183 2007 633 642 (Pubitemid 46891149)
    • (2007) European Journal of Operational Research , vol.183 , Issue.2 , pp. 633-642
    • Hani, Y.1    Amodeo, L.2    Yalaoui, F.3    Chen, H.4
  • 25
    • 33748747850 scopus 로고    scopus 로고
    • A Genetic Algorithm tool for optimising cellular or functional layouts in the capital goods industry
    • DOI 10.1016/j.ijpe.2005.03.010, PII S0925527305000794
    • C. Hicks A genetic algorithm tool for optimising cellular or functional layouts in the capital goods industry International Journal of Production Economics 104 2006 598 614 (Pubitemid 44403072)
    • (2006) International Journal of Production Economics , vol.104 , Issue.2 , pp. 598-614
    • Hicks, C.1
  • 26
    • 0942280351 scopus 로고    scopus 로고
    • Approximate algorithms for constrained circular cutting problems
    • DOI 10.1016/S0305-0548(03)00020-0
    • M. Hifi, and R. M'Hallah Approximate algorithms for constrained circular cutting problems Computers and Operations Research 31 2004 675 694 (Pubitemid 38135872)
    • (2004) Computers and Operations Research , vol.31 , Issue.5 , pp. 675-694
    • Hifi, M.1    M'Hallah, R.2
  • 28
    • 0032098010 scopus 로고    scopus 로고
    • A genetic algorithm approach for multiple criteria facility layout design
    • A.A. Islier A genetic algorithm approach for multiple criteria facility layout design International Journal of Production Research 36 1998 1549 1569 (Pubitemid 128553213)
    • (1998) International Journal of Production Research , vol.36 , Issue.6 , pp. 1549-1569
    • Islier, A.A.1
  • 29
    • 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.L. James, E.C. Brown, and K.B. Keeling A hybrid grouping genetic algorithm for the cell formation problem Computers and 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
  • 31
    • 71749103834 scopus 로고    scopus 로고
    • A genetic algorithm based heuristic for scheduling of virtual manufacturing cells (VMCs)
    • S.E. Kesen, S.K. Das, and Z. Güngör A genetic algorithm based heuristic for scheduling of virtual manufacturing cells (VMCs) Computers and Operations Research 37 2010 1148 1156
    • (2010) Computers and Operations Research , vol.37 , pp. 1148-1156
    • Kesen, S.E.1    Das, S.K.2    Güngör, Z.3
  • 32
    • 34147191463 scopus 로고    scopus 로고
    • A new fuzzy operator and its application to topology design of distributed local area networks
    • DOI 10.1016/j.ins.2007.01.031, PII S0020025507000564
    • S.A. Khan, and A.P. Engelbrecht A new fuzzy operator and its application to topology design of distributed local area networks Information Sciences 177 2007 2692 2711 (Pubitemid 46574628)
    • (2007) Information Sciences , vol.177 , Issue.13 , pp. 2692-2711
    • Khan, S.A.1    Engelbrecht, A.P.2
  • 33
    • 0002384937 scopus 로고
    • Assignment problems and the location of economic activities
    • T.C. Koopmans, and M.J. Beckman Assignment problems and the location of economic activities Econometrica 25 1957 53 76
    • (1957) Econometrica , vol.25 , pp. 53-76
    • Koopmans, T.C.1    Beckman, M.J.2
  • 34
    • 0037211463 scopus 로고    scopus 로고
    • An improved genetic algorithm for facility layout problems having inner structure walls and passages
    • DOI 10.1016/S0305-0548(01)00085-5, PII S0305054801000855
    • K.-Y. Lee, S.-N. Han, and M.-I. Roh An improved genetic algorithm for facility layout problems having inner structure walls and passages Computers and Operations Research 30 2003 117 138 (Pubitemid 35404866)
    • (2003) Computers and Operations Research , vol.30 , Issue.1 , pp. 117-138
    • Lee, K.-Y.1    Han, S.-N.2    Roh, M.-I.3
  • 35
    • 5644282920 scopus 로고    scopus 로고
    • An improved genetic algorithm for multi-floor facility layout problems having inner structure walls and passages
    • K.-Y. Lee, M.-I. Roh, and H.S. Jeong An improved genetic algorithm for multi-floor facility layout problems having inner structure walls and passages Computers and Operations Research 32 2005 879 899
    • (2005) Computers and Operations Research , vol.32 , pp. 879-899
    • Lee, K.-Y.1    Roh, M.-I.2    Jeong, H.S.3
  • 36
    • 41749100125 scopus 로고    scopus 로고
    • The strategies of tabu search technique for facility layout optimization
    • L.Y. Liang, and W.C. Chao The strategies of tabu search technique for facility layout optimization Automation in Construction 17 2008 657 669
    • (2008) Automation in Construction , vol.17 , pp. 657-669
    • Liang, L.Y.1    Chao, W.C.2
  • 37
    • 39749085262 scopus 로고    scopus 로고
    • CLASS: An algorithm for cellular manufacturing system and layout design using sequence data
    • DOI 10.1016/j.rcim.2007.07.011, PII S0736584507000737
    • I. Mahdavi, and B. Mahadevan CLASS: An algorithm for cellular manufacturing system and layout design using sequence data Robotics and Computer-Integrated Manufacturing 24 2008 488 497 (Pubitemid 351312264)
    • (2008) Robotics and Computer-Integrated Manufacturing , vol.24 , Issue.3 , pp. 488-497
    • Mahdavi, I.1    Mahadevan, B.2
  • 39
  • 40
    • 0344011675 scopus 로고    scopus 로고
    • Two genetic algorithms to solve a layout problem in fashion industry
    • J. Martens Two genetic algorithms to solve a layout problem in fashion industry European Journal of Operational Research 154 2004 304 322
    • (2004) European Journal of Operational Research , vol.154 , pp. 304-322
    • Martens, J.1
  • 41
    • 0035247517 scopus 로고    scopus 로고
    • Hybrid optimization approach for layout design of unequal-area facilities
    • DOI 10.1016/S0360-8352(00)00065-6
    • M. Mir, and M.H. Imaam A hybrid optimization approach for layout design of unequal-area facilities Computers and Industrial Engineering 39 2001 49 63 (Pubitemid 32263380)
    • (2001) Computers and Industrial Engineering , vol.39 , Issue.1-2 , pp. 49-63
    • Mir, M.1    Imam, M.H.2
  • 42
    • 0001878330 scopus 로고
    • A modeling framework for integrating layout design and flow network design
    • Hebron, KY
    • Montreuil, B. (1990). A modeling framework for integrating layout design and flow network design. In Proceedings from the Material Handling Research Colloquium (vol. 2, pp. 43-58). Hebron, KY.
    • (1990) Proceedings from the Material Handling Research Colloquium , vol.2 , pp. 43-58
    • Montreuil, B.1
  • 43
    • 0035501520 scopus 로고    scopus 로고
    • Genetic algorithms and finite element analysis in optimization of composite structures
    • DOI 10.1016/S0263-8223(01)00098-8, PII S0263822301000988
    • A. Muc, and W. Gurba Genetic algorithms and finite element analysis in optimization of composite structures Composite Structures 54 2001 275 281 (Pubitemid 32956852)
    • (2001) Composite Structures , vol.54 , Issue.2-3 , pp. 275-281
    • Muc, A.1    Gurba, W.2
  • 44
    • 33750291345 scopus 로고    scopus 로고
    • A real-coding jumping gene genetic algorithm (RJGGA) for multiobjective optimization
    • DOI 10.1016/j.ins.2006.07.019, PII S0020025506001733
    • K.S. Nawaz Ripon, S. Kwong, and K.F. Man A real-coding jumping gene genetic algorithm (RJGGA) for multi objective optimization Information Sciences 177 2007 632 654 (Pubitemid 44634453)
    • (2007) Information Sciences , vol.177 , Issue.2 , pp. 632-654
    • Nawaz Ripon, K.S.1    Kwong, S.2    Man, K.F.3
  • 45
    • 52049099837 scopus 로고    scopus 로고
    • Human-computer interaction design with multi-goal facilities layout model
    • S.K. Peer, and D.K. Sharma Human-computer interaction design with multi-goal facilities layout model Computers and Mathematics with Applications 56 2008 2164 2174
    • (2008) Computers and Mathematics with Applications , vol.56 , pp. 2164-2174
    • Peer, S.K.1    Sharma, D.K.2
  • 46
    • 0031675679 scopus 로고    scopus 로고
    • A genetic algorithm for facility layout design in flexible manufacturing systems
    • M. Rajasekharan, B.A. Peters, and T. Yang A genetic algorithm for facility layout design in flexible manufacturing systems International Journal of Production Research 36 1998 95 110 (Pubitemid 128553154)
    • (1998) International Journal of Production Research , vol.36 , Issue.1 , pp. 95-110
    • Rajasekharan, M.1    Peters, B.A.2    Yang, T.3
  • 49
    • 39749174457 scopus 로고    scopus 로고
    • Iterated fast local search algorithm for solving quadratic assignment problems
    • DOI 10.1016/j.rcim.2007.01.004, PII S0736584507000464
    • A.S. Ramkumar, S.G. Ponnambalam, N. Jawahar, and RK. Suresh Iterated fast local search algorithm for quadratic assignment problems Robotics and Computer-Integrated Manufacturing 2008 doi:10.1016/j.rcim.2007.01.004 (Pubitemid 351312257)
    • (2008) Robotics and Computer-Integrated Manufacturing , vol.24 , Issue.3 , pp. 392-401
    • Ramkumar, A.S.1    Ponnambalam, S.G.2    Jawahar, N.3    Suresh, R.K.4
  • 50
    • 75849148444 scopus 로고    scopus 로고
    • An efficient tabu algorithm for the single row facility layout problem
    • H. Samarghandi, and K. Eshghi An efficient tabu algorithm for the single row facility layout problem European Journal of Operational Research 205 2010 98 105
    • (2010) European Journal of Operational Research , vol.205 , pp. 98-105
    • Samarghandi, H.1    Eshghi, K.2
  • 52
    • 78049353080 scopus 로고    scopus 로고
    • Generating approximate region boundaries from heterogeneous spatial information: An evolutionary approach
    • S. Schockaert, P.D. Smart, and F.A. Twaroch Generating approximate region boundaries from heterogeneous spatial information: An evolutionary approach Information Sciences 181 2011 257 283
    • (2011) Information Sciences , vol.181 , pp. 257-283
    • Schockaert, S.1    Smart, P.D.2    Twaroch, F.A.3
  • 53
    • 75149169172 scopus 로고    scopus 로고
    • Extensions to STaTS for practical applications of the facility layout problem
    • D. Scholz, F. Jaehn, and A. Junker Extensions to STaTS for practical applications of the facility layout problem European Journal of Operational Research 204 2010 463 472
    • (2010) European Journal of Operational Research , vol.204 , pp. 463-472
    • Scholz, D.1    Jaehn, F.2    Junker, A.3
  • 55
    • 2342465539 scopus 로고    scopus 로고
    • Ant Colony optimization algorithm to the inter-cell layout problem in cellular manufacturing
    • M. Solimanpur, P. Vrat, and R. Shankar Ant Colony optimization algorithm to the inter-cell layout problem in cellular manufacturing European Journal of Operational Research 157 2004 592 606
    • (2004) European Journal of Operational Research , vol.157 , pp. 592-606
    • Solimanpur, M.1    Vrat, P.2    Shankar, R.3
  • 56
    • 4744374111 scopus 로고    scopus 로고
    • Ant algorithm for the single row layout problem in flexible manufacturing systems
    • M. Solimanpur, P. Vrat, and R. Shankar Ant algorithm for the single row layout problem in flexible manufacturing systems Computers and Operations Research 32 2005 583 598
    • (2005) Computers and Operations Research , vol.32 , pp. 583-598
    • Solimanpur, M.1    Vrat, P.2    Shankar, R.3
  • 57
    • 0026979059 scopus 로고
    • Genetic algorithms, function optimization, and facility layout design
    • K.A. Tam Genetic algorithms, function optimization, and facility layout design European Journal of Operational Research 63 1992 322 346
    • (1992) European Journal of Operational Research , vol.63 , pp. 322-346
    • Tam, K.A.1
  • 58
    • 34548237317 scopus 로고    scopus 로고
    • A hybrid multi-objective immune algorithm for a flow shop scheduling problem with bi-objectives: Weighted mean completion time and weighted mean tardiness
    • DOI 10.1016/j.ins.2007.06.001, PII S0020025507002861
    • R. Tavakkoli-Moghaddam, A. Rahimi-Vahed, and A.H. Mirzaei A hybrid multi-objective immune algorithm for a flow shop scheduling problem with bi-objectives: Weighted mean completion time and weighted mean tardiness Information Sciences 177 2007 5072 5090 (Pubitemid 47331458)
    • (2007) Information Sciences , vol.177 , Issue.22 , pp. 5072-5090
    • Tavakkoli-Moghaddam, R.1    Rahimi-Vahed, A.2    Mirzaei, A.H.3
  • 59
  • 60
    • 13444304124 scopus 로고    scopus 로고
    • A solution to the unequal area facilities layout problem by genetic algorithm
    • DOI 10.1016/j.compind.2004.06.003, PII S0166361504001022, Applications of Genetic Algorithms in Industry
    • M.-J. Wang, M.H. Hu, and M.-Y. Ku A solution to the unequal area facilities layout problem by genetic algorithm Computers in Industry 56 2005 207 220 (Pubitemid 40206238)
    • (2005) Computers in Industry , vol.56 , Issue.2 , pp. 207-220
    • Wang, M.-J.1    Hu, M.H.2    Ku, M.-Y.3
  • 61
    • 77950187468 scopus 로고    scopus 로고
    • Solving facility layout problems using flexible bay structure representation and ant system algorithm
    • K.Y. Wong, and Komarudin Solving facility layout problems using flexible bay structure representation and ant system algorithm Expert Systems with Applications 37 2010 5523 5527
    • (2010) Expert Systems with Applications , vol.37 , pp. 5523-5527
    • Wong, K.Y.1    Komarudin2
  • 62
    • 34548244041 scopus 로고    scopus 로고
    • Genetic algorithms for integrating cell formation with machine layout and scheduling
    • DOI 10.1016/j.cie.2007.06.021, PII S0360835207001118, Selected Papers from The 27th. International Conference on Computers and Industrial Engineering - Part 2
    • X. Wu, C.H. Chu, Y. Wang, and D. Yue Genetic algorithms for integrating cell formation with machine layout and scheduling Computers and Industrial Engineering 53 2007 277 289 (Pubitemid 47332905)
    • (2007) Computers and Industrial Engineering , vol.53 , Issue.2 , pp. 277-289
    • Wu, X.1    Chu, C.-H.2    Wang, Y.3    Yue, D.4
  • 63
    • 78049316273 scopus 로고    scopus 로고
    • Ensemble of niching algorithms
    • doi:10.1016/j.ins.2010.04.008
    • E.L. Yu, and P.N. Suganthan Ensemble of niching algorithms Information Sciences 2010 doi:10.1016/j.ins.2010.04.008
    • (2010) Information Sciences
    • Yu, E.L.1    Suganthan, P.N.2
  • 64
    • 58249099254 scopus 로고    scopus 로고
    • Self-organizing genetic algorithm based tuning of PID controllers
    • J. Zhang, J. Zhuang, H. Du, and S. Wang Self-organizing genetic algorithm based tuning of PID controllers Information Sciences 179 2009 1007 1018
    • (2009) Information Sciences , vol.179 , pp. 1007-1018
    • Zhang, J.1    Zhuang, J.2    Du, H.3    Wang, S.4


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