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Volumn 38, Issue 6, 2011, Pages 7609-7615

Solving flexible flow-shop problem with a hybrid genetic algorithm and data mining: A fuzzy approach

Author keywords

Attribute driven deduction; Data mining; Flexible flow shop scheduling; Fuzzy sets; Genetic algorithm

Indexed keywords

ATTRIBUTE-DRIVEN DEDUCTION; BEHAVIORAL MODEL; COMBINED OPTIMIZATION PROBLEM; DATA MINING TECHNIQUES; DUE DATES; EFFICIENT ALGORITHM; FEASIBLE SOLUTION; FLEXIBLE FLOW-SHOP PROBLEMS; FLEXIBLE FLOW-SHOP SCHEDULING; FUTURE GENERATIONS; FUZZY APPROACH; HYBRID GENETIC ALGORITHMS; NEAR-OPTIMAL SOLUTIONS; OPERATION TIME; OPTIMAL SCHEDULING; OPTIMUM SOLUTION; PARALLEL MACHINE; TOTAL JOB TARDINESS; TRIANGULAR FUZZY NUMBERS;

EID: 79951576808     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.12.101     Document Type: Article
Times cited : (35)

References (27)
  • 2
    • 67349094635 scopus 로고    scopus 로고
    • A multi-phase covering Pareto-optimal front method to multi-objective scheduling in a realistic hybrid flowshop using a hybrid metaheuristic
    • J. Behnamian, S.M.T. Fatemi Ghomi, and M. Zandieh A multi-phase covering Pareto-optimal front method to multi-objective scheduling in a realistic hybrid flowshop using a hybrid metaheuristic Expert Systems with Applications 36 8 2009 11057 11069
    • (2009) Expert Systems with Applications , vol.36 , Issue.8 , pp. 11057-11069
    • Behnamian, J.1    Fatemi Ghomi, S.M.T.2    Zandieh, M.3
  • 3
    • 3342903540 scopus 로고    scopus 로고
    • A genetic algorithm for an industrial multiprocessor flow shop scheduling problem with recirculation
    • S. Bertel, and J.C. Billaut A genetic algorithm for an industrial multiprocessor flow shop scheduling problem with recirculation European Journal of Operational Research 159 3 2004 651 662
    • (2004) European Journal of Operational Research , vol.159 , Issue.3 , pp. 651-662
    • Bertel, S.1    Billaut, J.C.2
  • 4
    • 0033906893 scopus 로고    scopus 로고
    • Hybrid flow shop scheduling with precedence constraints and time lags to minimize maximum lateness
    • DOI 10.1016/S0925-5273(99)00048-1
    • V. Botta-Genoulaz Hybrid flow shop scheduling with precedence constrains and time legs to minimize maximum lateness International Journal of Production Economics 64 2000 101 111 (Pubitemid 30557647)
    • (2000) International Journal of Production Economics , vol.64 , Issue.1 , pp. 101-111
    • Botta-Genoulaz, V.1
  • 5
    • 0033078202 scopus 로고    scopus 로고
    • Heuristics for scheduling in a flow shop with multiple processors
    • S.A. Braha, and L.L. Loo Heuristics for scheduling in a flow shop with multiple processors European Journal of Operational Research 113 1999 113 122
    • (1999) European Journal of Operational Research , vol.113 , pp. 113-122
    • Braha, S.A.1    Loo, L.L.2
  • 6
    • 56349142213 scopus 로고    scopus 로고
    • Mining uncertain data with multiobjective genetic fuzzy systems to be applied in consumer behavior modelling
    • J. Casillas, J. Francisco, and Martínez-López Mining uncertain data with multiobjective genetic fuzzy systems to be applied in consumer behavior modelling Expert Systems with Applications 36 2 2009 1645 1659
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 1645-1659
    • Casillas, J.1    Francisco, J.2    Martínez-López3
  • 7
    • 33847658312 scopus 로고    scopus 로고
    • Sub-population genetic algorithm with mining gene structures for multiobjective flowshop scheduling problems
    • DOI 10.1016/j.eswa.2006.06.019, PII S0957417406002028
    • P.C. Chang, S.-H. Chen, and C.-H. Liu Sub-population genetic algorithm with mining gene structures for multiobjective flow shop scheduling problems Expert Systems with Applications 33 3 2007 762 771 (Pubitemid 46366680)
    • (2007) Expert Systems with Applications , vol.33 , Issue.3 , pp. 762-771
    • Chang, P.-C.1    Chen, S.-H.2    Liu, C.-H.3
  • 8
    • 0029254603 scopus 로고
    • Analysis of classes of heuristics for scheduling a two-stage flow shop with parallel machines at one stage
    • B. Chen Analysis of classes of heuristics for scheduling a two-stage flow shop with parallel machines at one stage Journal of Operation Research Society 46 1995 234 244
    • (1995) Journal of Operation Research Society , vol.46 , pp. 234-244
    • Chen, B.1
  • 9
    • 64049084623 scopus 로고    scopus 로고
    • An improved approach to find membership functions and multiple minimum supports in fuzzy data mining
    • C.H. Chen, T.P. Hong, and S.T. Vincent An improved approach to find membership functions and multiple minimum supports in fuzzy data mining Expert Systems with Applications 36 6 2009 10016 10024
    • (2009) Expert Systems with Applications , vol.36 , Issue.6 , pp. 10016-10024
    • Chen, C.H.1    Hong, T.P.2    Vincent, S.T.3
  • 10
    • 34248573437 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for the re-entrant flow-shop scheduling problem
    • DOI 10.1016/j.eswa.2006.09.021, PII S095741740600306X
    • J.-S. Chen, J.C.-H. Pan, and C.-M. Lin A hybrid genetic algorithm for the re-entrant flow-shop scheduling problem Expert Systems with Applications 34 1 2008 570 577 (Pubitemid 46756284)
    • (2008) Expert Systems with Applications , vol.34 , Issue.1 , pp. 570-577
    • Chen, J.-S.1    Pan, J.C.-H.2    Lin, C.-M.3
  • 11
    • 33750453012 scopus 로고    scopus 로고
    • A study on flowshop scheduling problem combining Taguchi experimental design and genetic algorithm
    • DOI 10.1016/j.eswa.2005.12.002, PII S0957417405003519
    • B.W. Cheng, and C.-L. Chang A study on flow shop scheduling problem combining Taguchi experimental design and genetic algorithm Expert Systems with Applications 32 2 2007 415 421 (Pubitemid 44647810)
    • (2007) Expert Systems with Applications , vol.32 , Issue.2 , pp. 415-421
    • Cheng, B.-W.1    Chang, C.-L.2
  • 12
    • 0032599591 scopus 로고    scopus 로고
    • A tutorial survey of job shop scheduling problems using genetic algorithms: Part II. Hybrid genetic search strategies
    • R. Cheng, G. Mitsuo, and T. Yasuhiro A tutorial survey of job shop scheduling problems using genetic algorithms: Part II. Hybrid genetic search strategies Computers and Industrial Engineering 37 1-2 1999 51 55
    • (1999) Computers and Industrial Engineering , vol.37 , Issue.12 , pp. 51-55
    • Cheng, R.1    Mitsuo, G.2    Yasuhiro, T.3
  • 13
    • 2442682055 scopus 로고    scopus 로고
    • A hybrid decision tree/genetic algorithm method for data mining
    • R.C. Deborah, and A.A. Freitas A hybrid decision tree/genetic algorithm method for data mining Information Sciences 163 1-3 2004 13 35
    • (2004) Information Sciences , vol.163 , Issue.13 , pp. 13-35
    • Deborah, R.C.1    Freitas, A.A.2
  • 15
    • 0023995996 scopus 로고
    • Two stage, hybrid flow shop scheduling problem
    • J.ND. Gupta Two stage, hybrid flow shop scheduling problem Journal of Operation Research Society 39 4 1988 359 364
    • (1988) Journal of Operation Research Society , vol.39 , Issue.4 , pp. 359-364
    • Gupta, J.N.D.1
  • 16
    • 0003899269 scopus 로고    scopus 로고
    • Heuristic algorithms for the two-stage hybrid flowshop problem
    • PII S0167637797000047
    • M.M. Haouari, and R. Hallah Heuristics algorithms for the two-stage hybrid flow shop problem Operation Research Letters 21 1997 43 53 (Pubitemid 127420202)
    • (1997) Operations Research Letters , vol.21 , Issue.1 , pp. 43-53
    • Haouari, M.1    M'Hallah, R.2
  • 17
    • 0043043661 scopus 로고    scopus 로고
    • Preemptive scheduling in a two-stage multiprocessor flow shop is NP-hard
    • J.A. Hoogeveen, J.K. Lenestra, and B. Veltman Preemptive scheduling in a two-stage multiprocessor flow shop is NP-hard European Journal of Operation Research 89 1996 172 175 (Pubitemid 126386771)
    • (1996) European Journal of Operational Research , vol.89 , Issue.1-2 , pp. 172-175
    • Hoogeveen, J.A.1    Lenstra, J.K.2    Veltman, B.3
  • 19
    • 79951576741 scopus 로고    scopus 로고
    • (in press). Bi-objective group scheduling in hybrid flexible flowshop: A multi phase approach
    • Karimi, N. M.; Zandieh, R.; Kar-Amooz, (in press). Bi-objective group scheduling in hybrid flexible flowshop: A multi phase approach. Expert Systems with Applications.
    • Expert Systems with Applications.
    • Karimi, N.M.1    Zandieh, R.2    Kar-Amooz3
  • 20
    • 0035426025 scopus 로고    scopus 로고
    • A note on weighted completion time minimization in a flexible flow shop
    • DOI 10.1016/S0167-6377(01)00072-4, PII S0167637701000724
    • G.J. Kyparisis, and C. Koulamas A note on weighted completion time minimization in a flexible flow shop Operation Research Letters 29 2001 5 11 (Pubitemid 32698723)
    • (2001) Operations Research Letters , vol.29 , Issue.1 , pp. 5-11
    • Kyparisis, G.J.1    Koulamas, C.2
  • 22
    • 0141509086 scopus 로고    scopus 로고
    • A case study in a two-stage Hybrid flow shop with setup time and dedicated machines
    • H.T. Lin, and C.J. Liao A case study in a two-stage Hybrid flow shop with setup time and dedicated machines International Journal of Production Economics 86 2 2003 133 143
    • (2003) International Journal of Production Economics , vol.86 , Issue.2 , pp. 133-143
    • Lin, H.T.1    Liao, C.J.2
  • 23
    • 70349571849 scopus 로고    scopus 로고
    • Integrating non-preemptive open shops scheduling with sequence-dependent setup times using advanced metaheuristics
    • (in press)
    • Roshanaei, V.; Seyyed Esfehani, M. M.; Zandieh, M. (in press). Integrating non-preemptive open shops scheduling with sequence-dependent setup times using advanced metaheuristics. Expert Systems with Applications.
    • Expert Systems with Applications
    • Roshanaei, V.1    Seyyed Esfehani, M.M.2    Zandieh, M.3
  • 24
    • 36148996530 scopus 로고    scopus 로고
    • Proportionate flexible flow shop scheduling via a hybrid constructive genetic algorithm
    • DOI 10.1016/j.eswa.2006.12.002, PII S0957417406004003
    • D.F. Shiau, S.-C. Cheng, and Y.-M. Huang Proportionate flexible flow shop scheduling via a hybrid constructive genetic algorithm Expert Systems with Applications 34 2 2008 1133 1143 (Pubitemid 350117483)
    • (2008) Expert Systems with Applications , vol.34 , Issue.2 , pp. 1133-1143
    • Shiau, D.-F.1    Cheng, S.-C.2    Huang, Y.-M.3
  • 25
    • 0032688343 scopus 로고    scopus 로고
    • Application of the simulated annealing algorithm to the combinatorial optimization problem with permutation property: An investigation of generation mechanism
    • P. Tian, Ma. Jian, and D.M. Zhang Application of the simulated annealing algorithm to the combinatorial optimization problem with permutation property: An investigation of generation mechanism European Journal of Operational Research 118 1999 81 94
    • (1999) European Journal of Operational Research , vol.118 , pp. 81-94
    • Tian, P.1    Jian, M.2    Zhang, D.M.3
  • 26
    • 37849188714 scopus 로고    scopus 로고
    • Hybrid flow shop scheduling as a multi-mode multi-project scheduling problem with batching requirements: A real-world application
    • DOI 10.1016/j.ijpe.2004.05.029, PII S0925527305002409, Scheduling in Batch-Processing Industries and Supply Shains
    • S. Vob, and A. Witt Hybrid flow shop scheduling as a multi-mode multi-project scheduling problem with batching requirements: A real-word application International Journal of Production Economics 105 2 2007 445 458 (Pubitemid 44827612)
    • (2007) International Journal of Production Economics , vol.105 , Issue.2 , pp. 445-458
    • Voss, S.1    Witt, A.2
  • 27
    • 44949172746 scopus 로고    scopus 로고
    • Two stages of case-based reasoning - Integrating genetic algorithm with data mining mechanism
    • H.L. Yang, and C.-S. Wang Two stages of case-based reasoning - Integrating genetic algorithm with data mining mechanism Expert Systems with Applications 35 1-2 2008 262 272
    • (2008) Expert Systems with Applications , vol.35 , Issue.12 , pp. 262-272
    • Yang, H.L.1    Wang, C.-S.2


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