메뉴 건너뛰기




Volumn 45, Issue , 2014, Pages 119-135

Multi-objective permutation flow shop scheduling problem: Literature review, classification and current trends

Author keywords

Flow shop; Literature review; Multi objective; Research directions; Scheduling

Indexed keywords


EID: 84893734286     PISSN: 03050483     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.omega.2013.07.004     Document Type: Review
Times cited : (212)

References (127)
  • 1
    • 0037146391 scopus 로고    scopus 로고
    • An integrated model for inventory and production planning in a two-stage hybrid production system
    • Aghezzaf E.-H., Van Landeghem H. An integrated model for inventory and production planning in a two-stage hybrid production system. International Journal of Production Research 2002, 40(17):4323-4339.
    • (2002) International Journal of Production Research , vol.40 , Issue.17 , pp. 4323-4339
    • Aghezzaf, E.-H.1    Van Landeghem, H.2
  • 2
    • 0037410252 scopus 로고    scopus 로고
    • The two- and m-machine flowshop scheduling problems with bicriteria of makespan and mean flowtime
    • Allahverdi A. The two- and m-machine flowshop scheduling problems with bicriteria of makespan and mean flowtime. European Journal of Operational Research 2003, 147(2):373-396.
    • (2003) European Journal of Operational Research , vol.147 , Issue.2 , pp. 373-396
    • Allahverdi, A.1
  • 3
    • 0346462895 scopus 로고    scopus 로고
    • A new heuristic for m-machine flowshop scheduling problem with bicriteria of makespan and maximum tardiness
    • Allahverdi A. A new heuristic for m-machine flowshop scheduling problem with bicriteria of makespan and maximum tardiness. Computers & Operations Research 2004, 31(2):157-180.
    • (2004) Computers & Operations Research , vol.31 , Issue.2 , pp. 157-180
    • Allahverdi, A.1
  • 4
    • 51249119858 scopus 로고    scopus 로고
    • Solving multi-criteria scheduling flow shop problem through compromise programming and satisfaction functions
    • Allouche M.A., Aouni B., Martel J.-M., Loukil T., Rebayi A. Solving multi-criteria scheduling flow shop problem through compromise programming and satisfaction functions. European Journal of Operational Research 2009, 192:460-467.
    • (2009) European Journal of Operational Research , vol.192 , pp. 460-467
    • Allouche, M.A.1    Aouni, B.2    Martel, J.-M.3    Loukil, T.4    Rebayi, A.5
  • 5
    • 79960837616 scopus 로고    scopus 로고
    • Solving a bi-objective flowshop scheduling problem by a multi-objective immune system and comparing with SPEA2+ and SPGA
    • Amin-Tahmasbi H., Tavakkoli-Moghaddam R. Solving a bi-objective flowshop scheduling problem by a multi-objective immune system and comparing with SPEA2+ and SPGA. Advances in Engineering Software 2011, 42:772-779.
    • (2011) Advances in Engineering Software , vol.42 , pp. 772-779
    • Amin-Tahmasbi, H.1    Tavakkoli-Moghaddam, R.2
  • 6
    • 6944244339 scopus 로고    scopus 로고
    • An application of a multi-objective tabu search algorithm to a bicriteria flowshop problem
    • Armentano V.A., Arroyo J.C. An application of a multi-objective tabu search algorithm to a bicriteria flowshop problem. Journal of Heuristics 2004, 10:463-481.
    • (2004) Journal of Heuristics , vol.10 , pp. 463-481
    • Armentano, V.A.1    Arroyo, J.C.2
  • 7
    • 4344592872 scopus 로고    scopus 로고
    • A partial enumeration heuristic for multi-objective flowshop scheduling problems
    • Arroyo J.C., Armentano V.A. A partial enumeration heuristic for multi-objective flowshop scheduling problems. Journal of the Operational Research Society 2004, 55:1000-1007.
    • (2004) Journal of the Operational Research Society , vol.55 , pp. 1000-1007
    • Arroyo, J.C.1    Armentano, V.A.2
  • 8
    • 13544262325 scopus 로고    scopus 로고
    • Genetic local search for multi-objective flowshop scheduling problems
    • Arroyo J.C., Armentano V.A. Genetic local search for multi-objective flowshop scheduling problems. European Journal of Operational Research 2005, 167:717-738.
    • (2005) European Journal of Operational Research , vol.167 , pp. 717-738
    • Arroyo, J.C.1    Armentano, V.A.2
  • 12
  • 14
    • 56349119327 scopus 로고    scopus 로고
    • A new heuristic for the flowshop scheduling problem to minimize makespan and maximum tardiness
    • Braglia M., Grassi A. A new heuristic for the flowshop scheduling problem to minimize makespan and maximum tardiness. International Journal of Production Research 2009, 47(1):273-288.
    • (2009) International Journal of Production Research , vol.47 , Issue.1 , pp. 273-288
    • Braglia, M.1    Grassi, A.2
  • 15
    • 1842507020 scopus 로고    scopus 로고
    • Flow shop scheduling with earliness, tardiness, and intermediate inventory holding costs
    • Bülbül K., Kaminsky P., Yano C. Flow shop scheduling with earliness, tardiness, and intermediate inventory holding costs. Naval Research Logistics 2004, 51:407-445.
    • (2004) Naval Research Logistics , vol.51 , pp. 407-445
    • Bülbül, K.1    Kaminsky, P.2    Yano, C.3
  • 16
    • 0014807274 scopus 로고
    • A heuristic algorithm for the n-job m-machine sequencing problem
    • Campbell H.G., Dudek R.A., Smith M.L. A heuristic algorithm for the n-job m-machine sequencing problem. Management Science 1970, 16(10):630-637.
    • (1970) Management Science , vol.16 , Issue.10 , pp. 630-637
    • Campbell, H.G.1    Dudek, R.A.2    Smith, M.L.3
  • 17
    • 0032131027 scopus 로고    scopus 로고
    • Hybrid genetic algorithms for a multiple-objective scheduling problem
    • Cavalieri S., Gaiardelli P. Hybrid genetic algorithms for a multiple-objective scheduling problem. Journal of Intelligent Manufacturing 1998, 9(4):361-367.
    • (1998) Journal of Intelligent Manufacturing , vol.9 , Issue.4 , pp. 361-367
    • Cavalieri, S.1    Gaiardelli, P.2
  • 18
    • 0032597107 scopus 로고    scopus 로고
    • A heuristic for scheduling in flowshop with bicriteria of makespan and maximum tardiness minimization
    • Chakravarty K., Rajendran C. A heuristic for scheduling in flowshop with bicriteria of makespan and maximum tardiness minimization. Production Planning and Control 1999, 10:707-714.
    • (1999) Production Planning and Control , vol.10 , pp. 707-714
    • Chakravarty, K.1    Rajendran, C.2
  • 19
  • 20
    • 79955239297 scopus 로고    scopus 로고
    • Multi-objective particle swarm optimization algorithm for scheduling in flowshops to minimize makespan, total flowtime and completion time variance
    • Chandrasekaran S., Ponnambalam S.G., Suresh R.K., Vijayakumar N. Multi-objective particle swarm optimization algorithm for scheduling in flowshops to minimize makespan, total flowtime and completion time variance. IEEE Congress on Evolutionary Computation (CEC 2007, 2007:4012-4018.
    • (2007) IEEE Congress on Evolutionary Computation (CEC , vol.2007 , pp. 4012-4018
    • Chandrasekaran, S.1    Ponnambalam, S.G.2    Suresh, R.K.3    Vijayakumar, N.4
  • 21
    • 54249084894 scopus 로고    scopus 로고
    • Genetic algorithm integrated with artificial chromosomes for multi-objective flowshop scheduling problems
    • Chang P.-C., Chen S.-H., Fan C.-Y., Chan C.-L. Genetic algorithm integrated with artificial chromosomes for multi-objective flowshop scheduling problems. Applied Mathematics and Computation 2008, 205:550-561.
    • (2008) Applied Mathematics and Computation , vol.205 , pp. 550-561
    • Chang, P.-C.1    Chen, S.-H.2    Fan, C.-Y.3    Chan, C.-L.4
  • 22
    • 33847658312 scopus 로고    scopus 로고
    • Sub-population genetic algorithm with mining gene structures for multiobjective flowshop scheduling problem
    • Chang P.-C., Chen S.-H., Liu C.-H. Sub-population genetic algorithm with mining gene structures for multiobjective flowshop scheduling problem. Expert Systems With Applications 2007, 33:762-771.
    • (2007) Expert Systems With Applications , vol.33 , pp. 762-771
    • Chang, P.-C.1    Chen, S.-H.2    Liu, C.-H.3
  • 23
    • 0037063773 scopus 로고    scopus 로고
    • The development of gradual-priority weighting approach for the multi-objective flowshop scheduling problem
    • Chang P.-C., Hsieh J.-C., Lin S.-G. The development of gradual-priority weighting approach for the multi-objective flowshop scheduling problem. International Journal of Production Economics 2002, 79(3):171-183.
    • (2002) International Journal of Production Economics , vol.79 , Issue.3 , pp. 171-183
    • Chang, P.-C.1    Hsieh, J.-C.2    Lin, S.-G.3
  • 24
    • 79151476944 scopus 로고    scopus 로고
    • NNMA: An effective memetic algorithm for solving multiobjective permutation flow shop scheduling problems
    • Chiang T.-C., Cheng H.-C., Fu L.-C. NNMA: An effective memetic algorithm for solving multiobjective permutation flow shop scheduling problems. Expert Systems With Applications 2011, 38:5986-5999.
    • (2011) Expert Systems With Applications , vol.38 , pp. 5986-5999
    • Chiang, T.-C.1    Cheng, H.-C.2    Fu, L.-C.3
  • 25
    • 0033161818 scopus 로고    scopus 로고
    • Two-machine flowshop scheduling with bicriteria problem
    • Chou F.D., Lee C.E. Two-machine flowshop scheduling with bicriteria problem. Computers & Industrial Engineering 1999, 36:549-564.
    • (1999) Computers & Industrial Engineering , vol.36 , pp. 549-564
    • Chou, F.D.1    Lee, C.E.2
  • 31
    • 67651204579 scopus 로고    scopus 로고
    • A fitness-based weighting mechanism for multicriteria flowshop scheduling using genetic algorithms
    • Framinan J.M. A fitness-based weighting mechanism for multicriteria flowshop scheduling using genetic algorithms. International Journal of Advanced Manufacturing Technology 2009, 43:939-948.
    • (2009) International Journal of Advanced Manufacturing Technology , vol.43 , pp. 939-948
    • Framinan, J.M.1
  • 32
    • 9744246863 scopus 로고    scopus 로고
    • A review and classification of heuristics for permutation flow-shop scheduling with makespan objective
    • Framinan J.M., Gupta J.N.D., Leisten R. A review and classification of heuristics for permutation flow-shop scheduling with makespan objective. Journal of the Operational Research Society 2004, 55(12):1243-1255.
    • (2004) Journal of the Operational Research Society , vol.55 , Issue.12 , pp. 1243-1255
    • Framinan, J.M.1    Gupta, J.N.D.2    Leisten, R.3
  • 33
    • 0037120618 scopus 로고    scopus 로고
    • Efficient heuristics for flowshop sequencing with objectives of makespan and flowtime minimization
    • Framinan J.M., Leisten R., Ruiz-Usano R. Efficient heuristics for flowshop sequencing with objectives of makespan and flowtime minimization. European Journal of Operational Research 2002, 141:561-571.
    • (2002) European Journal of Operational Research , vol.141 , pp. 561-571
    • Framinan, J.M.1    Leisten, R.2    Ruiz-Usano, R.3
  • 34
    • 27644480893 scopus 로고    scopus 로고
    • A heuristic for scheduling a permutation flowshop with makespan objective subject to maximum tardiness
    • Framinan J.M., Leisten R. A heuristic for scheduling a permutation flowshop with makespan objective subject to maximum tardiness. International Journal of Production Economics 2006, 99:28-40.
    • (2006) International Journal of Production Economics , vol.99 , pp. 28-40
    • Framinan, J.M.1    Leisten, R.2
  • 35
    • 47849084195 scopus 로고    scopus 로고
    • A multi-objective iterated greedy search for flowshop scheduling with makespan and flowtime criteria
    • Framinan J.M., Leisten R. A multi-objective iterated greedy search for flowshop scheduling with makespan and flowtime criteria. OR Spectrum 2008, 30:787-804.
    • (2008) OR Spectrum , vol.30 , pp. 787-804
    • Framinan, J.M.1    Leisten, R.2
  • 36
    • 80052162860 scopus 로고    scopus 로고
    • A modified harmony search algorithm for the multi-objective flowshop scheduling problem with due dates
    • Frosolini M., Braglia M., Zammori F.A. A modified harmony search algorithm for the multi-objective flowshop scheduling problem with due dates. International Journal of Production Research 2011, 49(20):5957-5985.
    • (2011) International Journal of Production Research , vol.49 , Issue.20 , pp. 5957-5985
    • Frosolini, M.1    Braglia, M.2    Zammori, F.A.3
  • 37
    • 33847245879 scopus 로고    scopus 로고
    • On operators and search space topology in multi-objective flow shop scheduling
    • Geiger M.J. On operators and search space topology in multi-objective flow shop scheduling. European Journal of Operational Research 2007, 181:195-206.
    • (2007) European Journal of Operational Research , vol.181 , pp. 195-206
    • Geiger, M.J.1
  • 38
    • 80053188185 scopus 로고    scopus 로고
    • Decision support for multi-objective flow shop scheduling by the Pareto Iterated Local Search methodology
    • Geiger M.J. Decision support for multi-objective flow shop scheduling by the Pareto Iterated Local Search methodology. Computers & Industrial Engineering 2011, 61:805-812.
    • (2011) Computers & Industrial Engineering , vol.61 , pp. 805-812
    • Geiger, M.J.1
  • 40
    • 74849101820 scopus 로고
    • Optimization and approximation in deterministic sequencing and scheduling: A survey
    • North-Holland Publishing Company, Amsterdam, P.L. Hammer, E.L. Johnson, B.H. Korte (Eds.)
    • Graham R.L., Lawler E.L., Lenstra J.K., Rinnooy Kan A.H.G. Optimization and approximation in deterministic sequencing and scheduling: A survey. Annals of discrete mathematics 5, discrete optimization II 1979, 287-326. North-Holland Publishing Company, Amsterdam. P.L. Hammer, E.L. Johnson, B.H. Korte (Eds.).
    • (1979) Annals of discrete mathematics 5, discrete optimization II , pp. 287-326
    • Graham, R.L.1    Lawler, E.L.2    Lenstra, J.K.3    Rinnooy Kan, A.H.G.4
  • 41
    • 0032633850 scopus 로고    scopus 로고
    • Designing a tabu search algorithm for the two-stage flowshop problem with secondary criterion
    • Gupta J.N.D., Palanimuthy N., Chen C.L. Designing a tabu search algorithm for the two-stage flowshop problem with secondary criterion. Production Planning and Control 1999, 10:251-265.
    • (1999) Production Planning and Control , vol.10 , pp. 251-265
    • Gupta, J.N.D.1    Palanimuthy, N.2    Chen, C.L.3
  • 43
    • 0036027960 scopus 로고    scopus 로고
    • Local search heuristics for two-stage flow shop problems with secondary criterion
    • Gupta J.N.D., Hennig K., Werner F. Local search heuristics for two-stage flow shop problems with secondary criterion. Computers & Operations Research 2002, 29(2):123-149.
    • (2002) Computers & Operations Research , vol.29 , Issue.2 , pp. 123-149
    • Gupta, J.N.D.1    Hennig, K.2    Werner, F.3
  • 46
  • 47
    • 0031223725 scopus 로고    scopus 로고
    • Ready-time scheduling with stochastic service times
    • Hodgson T.J., King R.E., Stanfield P.M. Ready-time scheduling with stochastic service times. Operations Research 1997, 46(5):779-783.
    • (1997) Operations Research , vol.46 , Issue.5 , pp. 779-783
    • Hodgson, T.J.1    King, R.E.2    Stanfield, P.M.3
  • 49
    • 0000177367 scopus 로고
    • Application of the branch and bound technique to some flow shop scheduling problems
    • Ignall E., Schrage L. Application of the branch and bound technique to some flow shop scheduling problems. Operations Research 1965, 13(3):400-412.
    • (1965) Operations Research , vol.13 , Issue.3 , pp. 400-412
    • Ignall, E.1    Schrage, L.2
  • 50
    • 0032141635 scopus 로고    scopus 로고
    • A multi-objective genetic local search algorithm and its applications to flowshop scheduling
    • Ishibuchi H., Murata T. A multi-objective genetic local search algorithm and its applications to flowshop scheduling. IEEE Transactions on Systems, Man, and Cybernetics 1998, 28(3):392-403.
    • (1998) IEEE Transactions on Systems, Man, and Cybernetics , vol.28 , Issue.3 , pp. 392-403
    • Ishibuchi, H.1    Murata, T.2
  • 51
    • 0038273913 scopus 로고    scopus 로고
    • Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling
    • Ishibuchi H., Yoshida T., Murata T. Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling. IEEE Transactions on Evolutionary Computation 2003, 7(2):204-223.
    • (2003) IEEE Transactions on Evolutionary Computation , vol.7 , Issue.2 , pp. 204-223
    • Ishibuchi, H.1    Yoshida, T.2    Murata, T.3
  • 52
    • 0037116765 scopus 로고    scopus 로고
    • Genetic local search for multi-objective combinatorial optimization
    • Jaszkiewicz A. Genetic local search for multi-objective combinatorial optimization. European Journal of Operational Research 2002, 137:50-71.
    • (2002) European Journal of Operational Research , vol.137 , pp. 50-71
    • Jaszkiewicz, A.1
  • 53
    • 0003075019 scopus 로고
    • Optimal two- and three-stage production schedules with setup times included
    • Johnson S.M. Optimal two- and three-stage production schedules with setup times included. Naval Research Logistics Quarterly 1954, 1(1):61-68.
    • (1954) Naval Research Logistics Quarterly , vol.1 , Issue.1 , pp. 61-68
    • Johnson, S.M.1
  • 55
    • 84555192704 scopus 로고    scopus 로고
    • A multi-objective simulated annealing algorithm for permutation flow shop scheduling problem
    • Khan B.S.H., Govindan K. A multi-objective simulated annealing algorithm for permutation flow shop scheduling problem. International Journal of Advanced Operations Management 2011, 3(1):88-100.
    • (2011) International Journal of Advanced Operations Management , vol.3 , Issue.1 , pp. 88-100
    • Khan, B.S.H.1    Govindan, K.2
  • 56
    • 36348984305 scopus 로고    scopus 로고
    • A grasp algorithm for m-machine flowshop scheduling problem with bicriteria of makespan and maximum tardiness
    • Khan B.S.H., Prabhaharan G., Asokan P. A grasp algorithm for m-machine flowshop scheduling problem with bicriteria of makespan and maximum tardiness. International Journal of Computer Mathematics 2007, 84(12):1731-1741.
    • (2007) International Journal of Computer Mathematics , vol.84 , Issue.12 , pp. 1731-1741
    • Khan, B.S.H.1    Prabhaharan, G.2    Asokan, P.3
  • 57
    • 0035296721 scopus 로고    scopus 로고
    • Minimizing the total flow time and the tardiness in a two-machine flow shop
    • Lee W.C., Wu C.C. Minimizing the total flow time and the tardiness in a two-machine flow shop. International Journal of Systems Science 2001, 32(3):365-373.
    • (2001) International Journal of Systems Science , vol.32 , Issue.3 , pp. 365-373
    • Lee, W.C.1    Wu, C.C.2
  • 60
    • 33847609606 scopus 로고    scopus 로고
    • A discrete version of particle swarm optimization for flowshop scheduling problems
    • Liao C.-J., Tseng C.-T., Luarn P. A discrete version of particle swarm optimization for flowshop scheduling problems. Computers & Operations Research 2007, 34:3099-3111.
    • (2007) Computers & Operations Research , vol.34 , pp. 3099-3111
    • Liao, C.-J.1    Tseng, C.-T.2    Luarn, P.3
  • 61
    • 85015929648 scopus 로고    scopus 로고
    • Bicriteria scheduling in a two-machine permutation flowshop
    • Lin B.M.T., Wu J.M. Bicriteria scheduling in a two-machine permutation flowshop. International Journal of Production Research 2006, 44(12):2299-2312.
    • (2006) International Journal of Production Research , vol.44 , Issue.12 , pp. 2299-2312
    • Lin, B.M.T.1    Wu, J.M.2
  • 63
    • 84875694772 scopus 로고    scopus 로고
    • Minimizing makespan and total flow time in permutation flow shops by a bi-objective multi-start simulated-annealing algorithm
    • Lin S.-W., Ying K.-C., Minimizing makespan and total flow time in permutation flow shops by a bi-objective multi-start simulated-annealing algorithm, Computers & Operations Research 2013;40(6):1625-1647.
    • (2013) Computers & Operations Research , vol.40 , Issue.6 , pp. 1625-1647
    • Lin, S.-W.1    Ying, K.-C.2
  • 65
    • 0034248849 scopus 로고    scopus 로고
    • Scheduling flexible flow shops with sequence-dependent setup effects
    • Liu C.-Y., Chang S.-C. Scheduling flexible flow shops with sequence-dependent setup effects. IEEE Transactions on Robotics and Automation 2000, 16(4):408-419.
    • (2000) IEEE Transactions on Robotics and Automation , vol.16 , Issue.4 , pp. 408-419
    • Liu, C.-Y.1    Chang, S.-C.2
  • 67
    • 0010761199 scopus 로고
    • Flowshop scheduling with branch and bound method
    • McMahon G.B., Burton P. Flowshop scheduling with branch and bound method. Operations Research 1967, 15(3):473-481.
    • (1967) Operations Research , vol.15 , Issue.3 , pp. 473-481
    • McMahon, G.B.1    Burton, P.2
  • 68
    • 33750397101 scopus 로고    scopus 로고
    • Parallel cooperative meta-heuristics on the computational grid. A case study: the bi-objective flow-shop problem
    • Melab N., Mezmaz M., Talbi E.-G. Parallel cooperative meta-heuristics on the computational grid. A case study: the bi-objective flow-shop problem. Parallel Computing 2006, 32:643-659.
    • (2006) Parallel Computing , vol.32 , pp. 643-659
    • Melab, N.1    Mezmaz, M.2    Talbi, E.-G.3
  • 70
    • 61349108680 scopus 로고    scopus 로고
    • A review and evaluation of multiobjective algorithms for the flowshop scheduling problem
    • Minella G., Ruiz R., Ciavotta M. A review and evaluation of multiobjective algorithms for the flowshop scheduling problem. INFORMS Journal on Computing 2008, 20(3):451-471.
    • (2008) INFORMS Journal on Computing , vol.20 , Issue.3 , pp. 451-471
    • Minella, G.1    Ruiz, R.2    Ciavotta, M.3
  • 71
    • 79952993305 scopus 로고    scopus 로고
    • Restarted Iterated Pareto Greedy algorithm for multi-objective flowshop scheduling problems
    • Minella G., Ruiz R., Ciavotta M. Restarted Iterated Pareto Greedy algorithm for multi-objective flowshop scheduling problems. Computers & Operations Research 2011, 38:1521-1533.
    • (2011) Computers & Operations Research , vol.38 , pp. 1521-1533
    • Minella, G.1    Ruiz, R.2    Ciavotta, M.3
  • 72
    • 78049296020 scopus 로고    scopus 로고
    • Multi-objective simulated annealing for permutation flow shop problems
    • Springer-Verlag, Berlin, Heidelberg, U.K. Chakraborty (Ed.)
    • Mokotoff E. Multi-objective simulated annealing for permutation flow shop problems. Computational intelligence in flow shop and job shop scheduling 2009, 101-150. Springer-Verlag, Berlin, Heidelberg. U.K. Chakraborty (Ed.).
    • (2009) Computational intelligence in flow shop and job shop scheduling , pp. 101-150
    • Mokotoff, E.1
  • 73
    • 0000062028 scopus 로고
    • An n jobs, one machine sequencing algorithm for minimizing the number of late jobs
    • Moore J.M. An n jobs, one machine sequencing algorithm for minimizing the number of late jobs. Management Science 1968, 15(1):102-109.
    • (1968) Management Science , vol.15 , Issue.1 , pp. 102-109
    • Moore, J.M.1
  • 75
    • 0030241820 scopus 로고    scopus 로고
    • Multi-objective genetic algorithm and its applications to flowshop scheduling
    • Murata T., Ishibuchi H., Tanaka H. Multi-objective genetic algorithm and its applications to flowshop scheduling. Computers & Industrial Engineering 1996, 30(4):957-968.
    • (1996) Computers & Industrial Engineering , vol.30 , Issue.4 , pp. 957-968
    • Murata, T.1    Ishibuchi, H.2    Tanaka, H.3
  • 76
    • 84931338189 scopus 로고    scopus 로고
    • Specification of genetic search directions in cellular multi-objective genetic algorithms
    • Zitzler E, Deb K, Thiele L, Coello CA, Corne D, Editors, First international conference, EMO 2001, Zurich, Switzerland, Lecture Notes in Computer Science, Springer
    • Murata T., Ishibuchi H., Gen M., Specification of genetic search directions in cellular multi-objective genetic algorithms. In: Zitzler E, Deb K, Thiele L, Coello CA, Corne D, Editors, Evolutionary multi-criterion optimization, First international conference, EMO 2001, Zurich, Switzerland, Lecture Notes in Computer Science, vol. 1993, Springer, 2001, p. 82-95.
    • (2001) Evolutionary multi-criterion optimization , vol.1993 , pp. 82-95
    • Murata, T.1    Ishibuchi, H.2    Gen, M.3
  • 78
    • 27844432400 scopus 로고    scopus 로고
    • A combined branch and bound and genetic algorithm based approach for a flowshop scheduling problem
    • Nagar A., Heragu S.S., Haddock J. A combined branch and bound and genetic algorithm based approach for a flowshop scheduling problem. Annals of Operations Research 1996, 63:397-414.
    • (1996) Annals of Operations Research , vol.63 , pp. 397-414
    • Nagar, A.1    Heragu, S.S.2    Haddock, J.3
  • 82
    • 28244447023 scopus 로고    scopus 로고
    • Scheduling flow shops using differential evolution algorithm
    • Onwubolu G., Davendra D. Scheduling flow shops using differential evolution algorithm. European Journal of Operational Research 2006, 171(2):674-692.
    • (2006) European Journal of Operational Research , vol.171 , Issue.2 , pp. 674-692
    • Onwubolu, G.1    Davendra, D.2
  • 84
    • 0001393583 scopus 로고
    • Sequencing jobs through a multi-stage process in the minimum total time - a quick method of obtaining near optimum
    • Palmer D.S. Sequencing jobs through a multi-stage process in the minimum total time - a quick method of obtaining near optimum. Journal of the Operational Research Society 1965, 16(1):101-107.
    • (1965) Journal of the Operational Research Society , vol.16 , Issue.1 , pp. 101-107
    • Palmer, D.S.1
  • 85
    • 29344433807 scopus 로고    scopus 로고
    • A multi-objective genetic algorithm for scheduling in flow shops to minimize the makespan and total flow time of jobs
    • Pasupathy T., Rajendran C., Suresh R.K. A multi-objective genetic algorithm for scheduling in flow shops to minimize the makespan and total flow time of jobs. International Journal of Advanced Manufacturing Technology 2006, 27:804-815.
    • (2006) International Journal of Advanced Manufacturing Technology , vol.27 , pp. 804-815
    • Pasupathy, T.1    Rajendran, C.2    Suresh, R.K.3
  • 89
    • 79953649496 scopus 로고    scopus 로고
    • An efficient ant colony optimization algorithm for multiobjective flow shop scheduling problem
    • Rabanimotlagh A. An efficient ant colony optimization algorithm for multiobjective flow shop scheduling problem. World Academy of Science, Engineering and Technology 2011, 75:127-133.
    • (2011) World Academy of Science, Engineering and Technology , vol.75 , pp. 127-133
    • Rabanimotlagh, A.1
  • 91
    • 37249011258 scopus 로고    scopus 로고
    • Solving a bi-criteria permutation flow-shop problem using shuffled frog-leaping algorithm
    • Rahimi-Vahed A.R., Mirzaei A.H Solving a bi-criteria permutation flow-shop problem using shuffled frog-leaping algorithm. Soft Computing 2008, 12:435-452.
    • (2008) Soft Computing , vol.12 , pp. 435-452
    • Rahimi-Vahed, A.R.1    Mirzaei, A.H.2
  • 93
    • 0026923562 scopus 로고
    • Two-stage flowshop scheduling problem with bicriteria
    • Rajendran C. Two-stage flowshop scheduling problem with bicriteria. Journal of the Operational Research Society 1992, 43(9):871-884.
    • (1992) Journal of the Operational Research Society , vol.43 , Issue.9 , pp. 871-884
    • Rajendran, C.1
  • 94
    • 0001040519 scopus 로고
    • A heuristic algorithm for scheduling in flowshop and flowline-based manufacturing cell with multi-criteria
    • Rajendran C. A heuristic algorithm for scheduling in flowshop and flowline-based manufacturing cell with multi-criteria. International Journal of Production Research 1994, 32:2541-2558.
    • (1994) International Journal of Production Research , vol.32 , pp. 2541-2558
    • Rajendran, C.1
  • 95
    • 0029635352 scopus 로고
    • Heuristics for scheduling in flowshop with multiple objectives
    • Rajendran C. Heuristics for scheduling in flowshop with multiple objectives. European Journal of Operational Research 1995, 82:540-555.
    • (1995) European Journal of Operational Research , vol.82 , pp. 540-555
    • Rajendran, C.1
  • 96
    • 84990952290 scopus 로고    scopus 로고
    • Bi-criteria improved genetic algorithm for scheduling in flowshops to minimise makespan and total flowtime of jobs
    • Rajkumar R., Shahabudeen P. Bi-criteria improved genetic algorithm for scheduling in flowshops to minimise makespan and total flowtime of jobs. International Journal of Computer Integrated Manufacturing 2009, 22(10):987-998.
    • (2009) International Journal of Computer Integrated Manufacturing , vol.22 , Issue.10 , pp. 987-998
    • Rajkumar, R.1    Shahabudeen, P.2
  • 99
    • 13444251134 scopus 로고    scopus 로고
    • A comprehensive review and evaluation of permutation flowshop heuristics
    • Ruiz R., Maroto C. A comprehensive review and evaluation of permutation flowshop heuristics. European Journal of Operational Research 2005, 165:479-494.
    • (2005) European Journal of Operational Research , vol.165 , pp. 479-494
    • Ruiz, R.1    Maroto, C.2
  • 101
    • 54449096182 scopus 로고    scopus 로고
    • Minimizing the bicriteria of makespan and maximum tardiness with an upper bound on maximum tardiness
    • Ruiz R., Allahverdi A. Minimizing the bicriteria of makespan and maximum tardiness with an upper bound on maximum tardiness. Computers & Operations Research 2009, 36(4):1268-1283.
    • (2009) Computers & Operations Research , vol.36 , Issue.4 , pp. 1268-1283
    • Ruiz, R.1    Allahverdi, A.2
  • 102
    • 0033102018 scopus 로고    scopus 로고
    • A bicriteria approach to the two-machine flowshop scheduling problem
    • Sayin S., Karabati S. A bicriteria approach to the two-machine flowshop scheduling problem. European Journal of Operational Research 1999, 112:435-449.
    • (1999) European Journal of Operational Research , vol.112 , pp. 435-449
    • Sayin, S.1    Karabati, S.2
  • 103
    • 0022905665 scopus 로고
    • A mixed-integer goal-programming formulation of the standart flow-shop scheduling problem
    • Selen W.J., Hott D. A mixed-integer goal-programming formulation of the standart flow-shop scheduling problem. Journal of the Operational Research Society 1986, 37:1121-1128.
    • (1986) Journal of the Operational Research Society , vol.37 , pp. 1121-1128
    • Selen, W.J.1    Hott, D.2
  • 106
    • 0039783983 scopus 로고
    • A general algorithm for solution of the n-job, m-machine sequencing problem of the flowshop
    • Smith M.L., Dudek R.A. A general algorithm for solution of the n-job, m-machine sequencing problem of the flowshop. Operations Research 1967, 15:71-82.
    • (1967) Operations Research , vol.15 , pp. 71-82
    • Smith, M.L.1    Dudek, R.A.2
  • 107
    • 0030192321 scopus 로고    scopus 로고
    • Scheduling in flowshop and cellular manufacturing systems with multiple objectives: A genetic algorithmic approach
    • Sridhar C., Rajendran C. Scheduling in flowshop and cellular manufacturing systems with multiple objectives: A genetic algorithmic approach. Production Planning and Control 1996, 7:374-382.
    • (1996) Production Planning and Control , vol.7 , pp. 374-382
    • Sridhar, C.1    Rajendran, C.2
  • 112
    • 0037120688 scopus 로고    scopus 로고
    • An ant colony optimization algorithm to solve a 2-machine bicriteria flowshop scheduling problem
    • T'kindt V., Monmarché N., Tercinet F., Laügt D. An ant colony optimization algorithm to solve a 2-machine bicriteria flowshop scheduling problem. European Journal of Operational Research 2002, 142:250-257.
    • (2002) European Journal of Operational Research , vol.142 , pp. 250-257
    • T'kindt, V.1    Monmarché, N.2    Tercinet, F.3    Laügt, D.4
  • 114
    • 2042473473 scopus 로고    scopus 로고
    • Two-machine flow shop scheduling with two criteria: Maximum earliness and makespan
    • Toktaş B., Azizoǧlu M., Köksalan S.K. Two-machine flow shop scheduling with two criteria: Maximum earliness and makespan. European Journal of Operational Research 2004, 157(2):286-295.
    • (2004) European Journal of Operational Research , vol.157 , Issue.2 , pp. 286-295
    • Toktaş, B.1    Azizoǧlu, M.2    Köksalan, S.K.3
  • 116
    • 75749089763 scopus 로고    scopus 로고
    • Comparison of genetic algorithm and particle swarm optimization for bicriteria permutation flowshop scheduling problem
    • Uysal O., Bulkan S. Comparison of genetic algorithm and particle swarm optimization for bicriteria permutation flowshop scheduling problem. International Journal of Computational Intelligence Research 2008, 4(2):159-175.
    • (2008) International Journal of Computational Intelligence Research , vol.4 , Issue.2 , pp. 159-175
    • Uysal, O.1    Bulkan, S.2
  • 117
    • 69749084638 scopus 로고    scopus 로고
    • Genetic algorithms with path relinking for the minimum tardiness permutation flowshop problem
    • Vallada E., Ruiz R. Genetic algorithms with path relinking for the minimum tardiness permutation flowshop problem. OMEGA - The International Journal of Management Science 2010, 38(1-2):57-67.
    • (2010) OMEGA - The International Journal of Management Science , vol.38 , Issue.1-2 , pp. 57-67
    • Vallada, E.1    Ruiz, R.2
  • 118
    • 53049097607 scopus 로고    scopus 로고
    • Cooperative metaheuristics for the permutation flowshop scheduling problem
    • Vallada E., Ruiz R. Cooperative metaheuristics for the permutation flowshop scheduling problem. European Journal of Operational Research 2009, 193(2):365-376.
    • (2009) European Journal of Operational Research , vol.193 , Issue.2 , pp. 365-376
    • Vallada, E.1    Ruiz, R.2
  • 119
    • 13544263208 scopus 로고    scopus 로고
    • A multi-objective simulated-annealing algorithm for scheduling in flowshops to minimize the makespan and total flowtime of jobs
    • Varadharajan T.K., Rajendran C. A multi-objective simulated-annealing algorithm for scheduling in flowshops to minimize the makespan and total flowtime of jobs. European Journal of Operational Research 2005, 167:772-795.
    • (2005) European Journal of Operational Research , vol.167 , pp. 772-795
    • Varadharajan, T.K.1    Rajendran, C.2
  • 120
    • 84974875749 scopus 로고
    • Alternative formulations of a flowshop scheduling problem
    • Wilson J.M. Alternative formulations of a flowshop scheduling problem. Journal of the Operational Research Society 1989, 40(4):395-399.
    • (1989) Journal of the Operational Research Society , vol.40 , Issue.4 , pp. 395-399
    • Wilson, J.M.1
  • 121
    • 67549098078 scopus 로고    scopus 로고
    • A class of multi-objective expected value decision-making model with birandom coefficients and its application to flow shop scheduling problem
    • Xu J., Zhou X. A class of multi-objective expected value decision-making model with birandom coefficients and its application to flow shop scheduling problem. Information Sciences 2009, 179:2997-3017.
    • (2009) Information Sciences , vol.179 , pp. 2997-3017
    • Xu, J.1    Zhou, X.2
  • 122
    • 38849110113 scopus 로고    scopus 로고
    • Ant colony optimization for multi-objective flow shop scheduling problem
    • Yagmahan B., Yenisey M.M. Ant colony optimization for multi-objective flow shop scheduling problem. Computers & Industrial Engineering 2008, 54(3):411-420.
    • (2008) Computers & Industrial Engineering , vol.54 , Issue.3 , pp. 411-420
    • Yagmahan, B.1    Yenisey, M.M.2
  • 123
    • 71749114629 scopus 로고    scopus 로고
    • A multi-objective ant colony system algorithm for flow shop scheduling problem
    • Yagmahan B., Yenisey M.M. A multi-objective ant colony system algorithm for flow shop scheduling problem. Expert Systems With Applications 2010, 37(2):1361-1368.
    • (2010) Expert Systems With Applications , vol.37 , Issue.2 , pp. 1361-1368
    • Yagmahan, B.1    Yenisey, M.M.2
  • 124
    • 34547498106 scopus 로고    scopus 로고
    • A new multiobjective genetic algorithm with heterogeneous population for solving flowshop scheduling problems
    • Yandra H.Tamura A new multiobjective genetic algorithm with heterogeneous population for solving flowshop scheduling problems. International Journal of Computer Integrated Manufacturing 2007, 20(5):465-477.
    • (2007) International Journal of Computer Integrated Manufacturing , vol.20 , Issue.5 , pp. 465-477
    • Yandra, H.1
  • 125
    • 0033230551 scopus 로고    scopus 로고
    • A new branch-and-bound approach for the n/2/flowshop/αF+βCmax flowshop scheduling problem
    • Yeh W.-C. A new branch-and-bound approach for the n/2/flowshop/αF+βCmax flowshop scheduling problem. Computers & Operations Research 1999, 26(13):1293-1310.
    • (1999) Computers & Operations Research , vol.26 , Issue.13 , pp. 1293-1310
    • Yeh, W.-C.1
  • 126
    • 0001229050 scopus 로고    scopus 로고
    • An efficient branch-and-bound algorithm for the two-machine bicriteria flowshop scheduling problem
    • Yeh W.-C. An efficient branch-and-bound algorithm for the two-machine bicriteria flowshop scheduling problem. Journal of Manufacturing Systems 2001, 20:113-123.
    • (2001) Journal of Manufacturing Systems , vol.20 , pp. 113-123
    • Yeh, W.-C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.