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Volumn 246, Issue 1, 2015, Pages 86-107

A biased random-key genetic algorithm for the unequal area facility layout problem

Author keywords

Biased random key genetic algorithms; Facilities planning and design; Facility layout; Random keys

Indexed keywords

BENCHMARKING; GENETIC ALGORITHMS; LINEAR PROGRAMMING;

EID: 84930088095     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2015.04.029     Document Type: Article
Times cited : (143)

References (64)
  • 1
    • 0000970291 scopus 로고
    • A heuristic algorithm and simulation approach to relative location of facilities
    • Armour G.C., and Buffa E.S. A heuristic algorithm and simulation approach to relative location of facilities Management Science 9 2 1963 294 309
    • (1963) Management Science , vol.9 , Issue.2 , pp. 294-309
    • Armour, G.C.1    Buffa, E.S.2
  • 3
    • 0031118723 scopus 로고    scopus 로고
    • Genetically assisted optimization of cell layout and material flow path skeleton
    • Banerjee P., Zhou Y., and Montreuil B. Genetically assisted optimization of cell layout and material flow path skeleton IIE Transactions 29 4 1997 277 291
    • (1997) IIE Transactions , vol.29 , Issue.4 , pp. 277-291
    • Banerjee, P.1    Zhou, Y.2    Montreuil, B.3
  • 4
    • 0016638023 scopus 로고
    • Computerized layout design: A branch and bound approach
    • Bazaraa M.S. Computerized layout design: A branch and bound approach AIIE Transactions 7 4 1975 432 438
    • (1975) AIIE Transactions , vol.7 , Issue.4 , pp. 432-438
    • Bazaraa, M.S.1
  • 5
    • 0001096735 scopus 로고
    • Genetic algorithms and random keys for sequencing and optimization
    • Bean J.C. Genetic algorithms and random keys for sequencing and optimization ORSA Journal on Computing 6 1994 154 160
    • (1994) ORSA Journal on Computing , vol.6 , pp. 154-160
    • Bean, J.C.1
  • 6
    • 0034345420 scopus 로고    scopus 로고
    • Nonmonotone spectral projected gradient methods on convex sets
    • Birgin E.G., Martínez J.M., and Raydan M. Nonmonotone spectral projected gradient methods on convex sets SIAM Journal on Optimization 10 4 2000 1196 1211
    • (2000) SIAM Journal on Optimization , vol.10 , Issue.4 , pp. 1196-1211
    • Birgin, E.G.1    Martínez, J.M.2    Raydan, M.3
  • 7
    • 84855678118 scopus 로고    scopus 로고
    • A graph-pair representation and MIP-model-based heuristic for the unequal-area facility layout problem
    • Bozer Y.A., and Wang C.-T. A graph-pair representation and MIP-model-based heuristic for the unequal-area facility layout problem European Journal of Operational Research 218 2 2012 382 391
    • (2012) European Journal of Operational Research , vol.218 , Issue.2 , pp. 382-391
    • Bozer, Y.A.1    Wang, C.-T.2
  • 8
    • 27844521882 scopus 로고    scopus 로고
    • Optimization of block layout design problems with unequal areas: A comparison of MILP and MINLP optimization methods
    • Castillo I., Westerlund J., Emet S., and Westerlund T. Optimization of block layout design problems with unequal areas: A comparison of MILP and MINLP optimization methods Computers and Chemical Engineering 30 1 2005 54 69
    • (2005) Computers and Chemical Engineering , vol.30 , Issue.1 , pp. 54-69
    • Castillo, I.1    Westerlund, J.2    Emet, S.3    Westerlund, T.4
  • 9
    • 4744356312 scopus 로고    scopus 로고
    • An ε-accurate model for optimal unequal-area block layout design
    • Castillo I., and Westerlund T. An ε-accurate model for optimal unequal-area block layout design Computers & Operations Research 32 3 2005 429 447
    • (2005) Computers & Operations Research , vol.32 , Issue.3 , pp. 429-447
    • Castillo, I.1    Westerlund, T.2
  • 11
    • 0036722265 scopus 로고    scopus 로고
    • A genetic algorithm for the weight setting problem in OSPF routing
    • Ericsson M., Resende M., and Pardalos P. A genetic algorithm for the weight setting problem in OSPF routing Journal of Combinatorial Optimization 6 3 2002 299 333 10.1023/A:1014852026591
    • (2002) Journal of Combinatorial Optimization , vol.6 , Issue.3 , pp. 299-333
    • Ericsson, M.1    Resende, M.2    Pardalos, P.3
  • 12
    • 84880835788 scopus 로고    scopus 로고
    • A multi-population hybrid biased random key genetic algorithm for hop-constrained trees in nonlinear cost flow networks
    • Fontes D.B.M.M., and Gonçalves J.F. A multi-population hybrid biased random key genetic algorithm for hop-constrained trees in nonlinear cost flow networks Optimization Letters 7 6 2013 1303 1324 10.1007/s11590-012-0505-5
    • (2013) Optimization Letters , vol.7 , Issue.6 , pp. 1303-1324
    • Fontes, D.B.M.M.1    Gonçalves, J.F.2
  • 16
    • 0036845392 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for assembly line balancing
    • Gonçalves J.F., and Almeida J. A hybrid genetic algorithm for assembly line balancing Journal of Heuristics 8 2002 629 642
    • (2002) Journal of Heuristics , vol.8 , pp. 629-642
    • Gonçalves, J.F.1    Almeida, J.2
  • 20
    • 80053565704 scopus 로고    scopus 로고
    • Biased random-key genetic algorithms for combinatorial optimization
    • Gonçalves J.F., and Resende M.G.C. Biased random-key genetic algorithms for combinatorial optimization Journal of Heuristics 17 2011 487 525
    • (2011) Journal of Heuristics , vol.17 , pp. 487-525
    • Gonçalves, J.F.1    Resende, M.G.C.2
  • 21
    • 79958154822 scopus 로고    scopus 로고
    • A parallel multi-population biased random-key genetic algorithm for a container loading problem
    • Gonçalves J.F., and Resende M.G.C. A parallel multi-population biased random-key genetic algorithm for a container loading problem Computers and Operations Research 39 2012 179 190
    • (2012) Computers and Operations Research , vol.39 , pp. 179-190
    • Gonçalves, J.F.1    Resende, M.G.C.2
  • 23
    • 84897573350 scopus 로고    scopus 로고
    • An extended Akers graphical with a biased random-key genetic algorithm for job-shop scheduling
    • Gonçalves J.F., and Resende M.G.C. An extended Akers graphical with a biased random-key genetic algorithm for job-shop scheduling International Transactions in Operational Research 21 2014 215 246
    • (2014) International Transactions in Operational Research , vol.21 , pp. 215-246
    • Gonçalves, J.F.1    Resende, M.G.C.2
  • 25
    • 84907363039 scopus 로고    scopus 로고
    • An experimental comparison of biased and unbiased random-key genetic algorithms
    • F. T.R.
    • Gonçalves J.F., Resende M.G.C., and F. T.R. An experimental comparison of biased and unbiased random-key genetic algorithms Pesquisa Operacional 34 2014 143 164
    • (2014) Pesquisa Operacional , vol.34 , pp. 143-164
    • Gonçalves, J.F.1    Resende, M.G.C.2
  • 26
    • 80053573347 scopus 로고    scopus 로고
    • A biased random-key genetic algorithm with forward-backward improvement for the resource constrained project scheduling problem
    • Gonçalves J.F., Resende M.G.C., and Mendes J.J.M. A biased random-key genetic algorithm with forward-backward improvement for the resource constrained project scheduling problem Journal of Heuristics 17 2011 467 486
    • (2011) Journal of Heuristics , vol.17 , pp. 467-486
    • Gonçalves, J.F.1    Resende, M.G.C.2    Mendes, J.J.M.3
  • 27
    • 79951836022 scopus 로고    scopus 로고
    • A genetic algorithm for lot sizing and scheduling under capacity constraints and allowing backorders
    • Gonçalves J.F., and Sousa P.S.A. A genetic algorithm for lot sizing and scheduling under capacity constraints and allowing backorders International Journal of Production Research 49 2011 2683 2703
    • (2011) International Journal of Production Research , vol.49 , pp. 2683-2703
    • Gonçalves, J.F.1    Sousa, P.S.A.2
  • 29
    • 0027628210 scopus 로고
    • Automated layout of facilities of unequal areas
    • Imam M.H., and Mir M. Automated layout of facilities of unequal areas Computers and Industrial Engineering 24 3 1993 355 366
    • (1993) Computers and Industrial Engineering , vol.24 , Issue.3 , pp. 355-366
    • Imam, M.H.1    Mir, M.2
  • 30
    • 0041175409 scopus 로고    scopus 로고
    • Cluster boundary search algorithm for building-block layout optimization
    • Imam M.H., and Mir M. Cluster boundary search algorithm for building-block layout optimization Advances in Engineering Software 29 2 1998 165 173
    • (1998) Advances in Engineering Software , vol.29 , Issue.2 , pp. 165-173
    • Imam, M.H.1    Mir, M.2
  • 31
    • 84930092146 scopus 로고    scopus 로고
    • University of Edinburgh (Ph.D. thesis)
    • Kado K. 1996 University of Edinburgh (Ph.D. thesis)
    • (1996)
    • Kado, K.1
  • 32
    • 70350572783 scopus 로고    scopus 로고
    • Applying ant system for solving unequal area facility layout problems
    • Komarudin, and Wong K.Y. Applying ant system for solving unequal area facility layout problems European Journal of Operational Research 202 3 2010 730 746 http://dx.doi.org/10.1016/j.ejor.2009.06.016
    • (2010) European Journal of Operational Research , vol.202 , Issue.3 , pp. 730-746
    • Komarudin1    Wong, K.Y.2
  • 33
    • 33747352270 scopus 로고    scopus 로고
    • A new mixed integer programming formulation for facility layout design using flexible bays
    • Konak A., Kulturel-Konak S., Norman B.A., and Smith A.E. A new mixed integer programming formulation for facility layout design using flexible bays Operations Research Letters 34 6 2006 660 672
    • (2006) Operations Research Letters , vol.34 , Issue.6 , pp. 660-672
    • Konak, A.1    Kulturel-Konak, S.2    Norman, B.A.3    Smith, A.E.4
  • 34
    • 84857259562 scopus 로고    scopus 로고
    • A new relaxed flexible bay structure representation and particle swarm optimization for the unequal area facility layout problem
    • Kulturel-Konak S., and Konak A. A new relaxed flexible bay structure representation and particle swarm optimization for the unequal area facility layout problem Engineering Optimization 43 12 2011 1263 1287
    • (2011) Engineering Optimization , vol.43 , Issue.12 , pp. 1263-1287
    • Kulturel-Konak, S.1    Konak, A.2
  • 35
    • 79551544952 scopus 로고    scopus 로고
    • Unequal area flexible bay facility layout using ant colony optimisation
    • Kulturel-Konak S., and Konak A. Unequal area flexible bay facility layout using ant colony optimisation International Journal of Production Research 49 7 2011 1877 1902
    • (2011) International Journal of Production Research , vol.49 , Issue.7 , pp. 1877-1902
    • Kulturel-Konak, S.1    Konak, A.2
  • 36
    • 84880570584 scopus 로고    scopus 로고
    • Linear programming based genetic algorithm for the unequal area facility layout problem
    • Kulturel-Konak S., and Konak A. Linear programming based genetic algorithm for the unequal area facility layout problem International Journal of Production Research 51 14 2013 4302 4324
    • (2013) International Journal of Production Research , vol.51 , Issue.14 , pp. 4302-4324
    • Kulturel-Konak, S.1    Konak, A.2
  • 37
    • 84930081143 scopus 로고    scopus 로고
    • A large-scale hybrid simulated annealing algorithm for cyclic facility layout problems
    • Kulturel-Konak S., and Konak A. A large-scale hybrid simulated annealing algorithm for cyclic facility layout problems Engineering Optimization 2014 1 16
    • (2014) Engineering Optimization , pp. 1-16
    • Kulturel-Konak, S.1    Konak, A.2
  • 39
    • 0031121378 scopus 로고    scopus 로고
    • Preprocessing for static and dynamic facility layout problems
    • Lacksonen T.A. Preprocessing for static and dynamic facility layout problems International Journal of Production Research 35 4 1997 1095 1106
    • (1997) International Journal of Production Research , vol.35 , Issue.4 , pp. 1095-1106
    • Lacksonen, T.A.1
  • 40
    • 0030811462 scopus 로고    scopus 로고
    • Developing a simulated annealing algorithm for the cutting stock problem
    • Lai K.K., and Chan J.W.M. Developing a simulated annealing algorithm for the cutting stock problem Computers and Industrial Engineering 32 1997 115 127
    • (1997) Computers and Industrial Engineering , vol.32 , pp. 115-127
    • Lai, K.K.1    Chan, J.W.M.2
  • 42
    • 34250868353 scopus 로고    scopus 로고
    • A sequence-pair representation and mip-model-based heuristic for the facility layout problem with rectangular departments
    • Liu Q., and Meller R.D. A sequence-pair representation and mip-model-based heuristic for the facility layout problem with rectangular departments IIE Transactions 39 4 2007 377 394
    • (2007) IIE Transactions , vol.39 , Issue.4 , pp. 377-394
    • Liu, Q.1    Meller, R.D.2
  • 43
    • 70249097053 scopus 로고    scopus 로고
    • Heuristics for the dynamic facility layout problem with unequal-area departments
    • McKendall Jr A.R., and Hakobyan A. Heuristics for the dynamic facility layout problem with unequal-area departments European Journal of Operational Research 201 1 2010 171 182
    • (2010) European Journal of Operational Research , vol.201 , Issue.1 , pp. 171-182
    • McKendall, A.R.1    Hakobyan, A.2
  • 44
    • 34547561260 scopus 로고    scopus 로고
    • Applying the sequence-pair representation to optimal facility layout designs
    • Meller R.D., Chen W., and Sherali H.D. Applying the sequence-pair representation to optimal facility layout designs Operations Research Letters 35 5 2007 651 659
    • (2007) Operations Research Letters , vol.35 , Issue.5 , pp. 651-659
    • Meller, R.D.1    Chen, W.2    Sherali, H.D.3
  • 45
    • 33749834100 scopus 로고    scopus 로고
    • The facility layout problem: Recent and emerging trends and perspectives
    • Meller R.D., and Gau K.-Y. The facility layout problem: Recent and emerging trends and perspectives Journal of Manufacturing Systems 15 5 1996 351 366
    • (1996) Journal of Manufacturing Systems , vol.15 , Issue.5 , pp. 351-366
    • Meller, R.D.1    Gau, K.-Y.2
  • 47
    • 44849140428 scopus 로고    scopus 로고
    • A random key based genetic algorithm for the resource constrained project scheduling problem
    • Mendes J.J.M., Gonçalves J.F., and Resende M.G.C. A random key based genetic algorithm for the resource constrained project scheduling problem Computers and Operations Research 36 2009 92 109
    • (2009) Computers and Operations Research , vol.36 , pp. 92-109
    • Mendes, J.J.M.1    Gonçalves, J.F.2    Resende, M.G.C.3
  • 48
    • 0030105464 scopus 로고    scopus 로고
    • Analytic annealing for macrocell placement optimization
    • Mir M., and Imam M.H. Analytic annealing for macrocell placement optimization Computers & Electrical Engineering 22 2 1996 169 177
    • (1996) Computers & Electrical Engineering , vol.22 , Issue.2 , pp. 169-177
    • Mir, M.1    Imam, M.H.2
  • 49
    • 0035247517 scopus 로고    scopus 로고
    • A hybrid optimization approach for layout design of unequal-area facilities
    • Mir M., and Imam M.H. A hybrid optimization approach for layout design of unequal-area facilities Computers and Industrial Engineering 39 1-2 2001 49 63
    • (2001) Computers and Industrial Engineering , vol.39 , Issue.1-2 , pp. 49-63
    • Mir, M.1    Imam, M.H.2
  • 50
    • 0001878330 scopus 로고
    • A modeling framework for integrating layout design and flow network design
    • J. White, I. Pence, Springer-Verlag
    • Montreuil B. A modeling framework for integrating layout design and flow network design J. White, I. Pence, Progress in material handling and logistics 2 1991 Springer-Verlag 95 116
    • (1991) Progress in Material Handling and Logistics , vol.2 , pp. 95-116
    • Montreuil, B.1
  • 52
    • 79551509521 scopus 로고    scopus 로고
    • Antzone layout metaheuristic: Coupling zone-based layout optimization, ant colony system and domain knowledge
    • Material Handling Industry of America (MHIA) Charlotte
    • Montreuil B., Brotherton E., Ouazzani N., and Nourelfath M. Antzone layout metaheuristic: coupling zone-based layout optimization, ant colony system and domain knowledge Progress in material handling research 2004 Material Handling Industry of America (MHIA) Charlotte 301 331
    • (2004) Progress in Material Handling Research , pp. 301-331
    • Montreuil, B.1    Brotherton, E.2    Ouazzani, N.3    Nourelfath, M.4
  • 55
    • 0016973706 scopus 로고
    • P-complete approximation problems
    • Sahni S., and Gonzalez T. P-complete approximation problems Journal of the ACM (JACM) 23 3 1976 555 565
    • (1976) Journal of the ACM (JACM) , vol.23 , Issue.3 , pp. 555-565
    • Sahni, S.1    Gonzalez, T.2
  • 57
    • 59649091441 scopus 로고    scopus 로고
    • STaTS: A slicing tree and tabu search based heuristic for the unequal area facility layout problem
    • Scholz D., Petrick A., and Domschke W. STaTS: A slicing tree and tabu search based heuristic for the unequal area facility layout problem European Journal of Operational Research 197 1 2009 166 178
    • (2009) European Journal of Operational Research , vol.197 , Issue.1 , pp. 166-178
    • Scholz, D.1    Petrick, A.2    Domschke, W.3
  • 58
    • 4344658587 scopus 로고    scopus 로고
    • Enhanced model formulations for optimal facility layout
    • Sherali H.D., Fraticelli B.M., and Meller R.D. Enhanced model formulations for optimal facility layout Operations Research 51 4 2003 629 644
    • (2003) Operations Research , vol.51 , Issue.4 , pp. 629-644
    • Sherali, H.D.1    Fraticelli, B.M.2    Meller, R.D.3
  • 60
    • 0026745401 scopus 로고
    • A simulated annealing algorithm for allocating space to manufacturing cells
    • Tam K.Y. A simulated annealing algorithm for allocating space to manufacturing cells The International Journal of Production Research 30 1 1992 63 87
    • (1992) The International Journal of Production Research , vol.30 , Issue.1 , pp. 63-87
    • Tam, K.Y.1
  • 61
  • 64
    • 77950187468 scopus 로고    scopus 로고
    • Solving facility layout problems using flexible bay structure representation and ant system algorithm
    • Wong K.Y., and Komarudin Solving facility layout problems using flexible bay structure representation and ant system algorithm Expert Systems with Applications 37 7 2010 5523 5527
    • (2010) Expert Systems with Applications , vol.37 , Issue.7 , pp. 5523-5527
    • Wong, K.Y.1    Komarudin2


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