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Volumn 67, Issue 1-4, 2013, Pages 85-100

Learning iterative dispatching rules for job shop scheduling with genetic programming

Author keywords

Dispatching rule; Genetic programming; Job shop; Local search

Indexed keywords

COMPOSITE DISPATCHING RULES; COMPUTATIONAL EFFORT; DISPATCHING RULES; JOB SHOP; JOB SHOP SCHEDULING PROBLEMS; LARGE-SCALE MANUFACTURING; LOCAL SEARCH; TOTAL-WEIGHTED TARDINESS;

EID: 84888316121     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-013-4756-9     Document Type: Article
Times cited : (58)

References (51)
  • 2
    • 0026126118 scopus 로고
    • A computational study of the job-shop scheduling instance
    • 0755.90039 10.1287/ijoc.3.2.149
    • Applegate D, Cook W (1991) A computational study of the job-shop scheduling instance. ORSA J Comput 3:149-156
    • (1991) ORSA J Comput , vol.3 , pp. 149-156
    • Applegate, D.1    Cook, W.2
  • 3
    • 0037061463 scopus 로고    scopus 로고
    • A heuristic for job shop scheduling to minimize total weighted tardiness
    • 10.1016/S0360-8352(02)00019-0
    • Asano M, Ohta H (2002) A heuristic for job shop scheduling to minimize total weighted tardiness. Comput Ind Eng 42:137-147
    • (2002) Comput Ind Eng , vol.42 , pp. 137-147
    • Asano, M.1    Ohta, H.2
  • 4
    • 0021496929 scopus 로고
    • Sequencing rules and due-date assignments in a job shop
    • 10.1287/mnsc.30.9.1093
    • Baker KR (1984) Sequencing rules and due-date assignments in a job shop. Manag Sci 30:1093-1104
    • (1984) Manag Sci , vol.30 , pp. 1093-1104
    • Baker, K.R.1
  • 5
    • 0031997369 scopus 로고    scopus 로고
    • Guided local search with shifting bottleneck for job shop scheduling
    • 0989.90057 10.1287/mnsc.44.2.262
    • Balas E, Vazacopoulos A (1998) Guided local search with shifting bottleneck for job shop scheduling. Manag Sci 44:262-275
    • (1998) Manag Sci , vol.44 , pp. 262-275
    • Balas, E.1    Vazacopoulos, A.2
  • 7
    • 0033093715 scopus 로고    scopus 로고
    • Production scheduling and rescheduling with genetic algorithms
    • 10.1162/evco.1999.7.1.1
    • Bierwirth C, Mattfeld DC (1999) Production scheduling and rescheduling with genetic algorithms. Evol Comput 7(1):1-17
    • (1999) Evol Comput , vol.7 , Issue.1 , pp. 1-17
    • Bierwirth, C.1    Mattfeld, D.C.2
  • 8
    • 0030242695 scopus 로고    scopus 로고
    • A tutorial survey of job-shop scheduling problems using genetic algorithms, part I: Representation
    • 10.1016/0360-8352(96)00047-2
    • Cheng R, Gen M, Tsujimura Y (1996) A tutorial survey of job-shop scheduling problems using genetic algorithms, part I: representation. Comput Ind Eng 30(4):983-997
    • (1996) Comput Ind Eng , vol.30 , Issue.4 , pp. 983-997
    • Cheng, R.1    Gen, M.2    Tsujimura, Y.3
  • 9
    • 0032592184 scopus 로고    scopus 로고
    • A tutorial survey of job-shop scheduling problems using genetic algorithms, part II: Hybrid genetic search strategies
    • 10.1016/S0360-8352(99)00136-9
    • Cheng R, Gen M, Tsujimura Y (1999) A tutorial survey of job-shop scheduling problems using genetic algorithms, part II: hybrid genetic search strategies. Comput Ind Eng 36(2):343-364
    • (1999) Comput Ind Eng , vol.36 , Issue.2 , pp. 343-364
    • Cheng, R.1    Gen, M.2    Tsujimura, Y.3
  • 10
    • 46149091552 scopus 로고    scopus 로고
    • A new paradigm for rule-based scheduling in the wafer probe centre
    • 1140.90396 10.1080/00207540601137199
    • Chiang TC, Shen YS, Fu LC (2008) A new paradigm for rule-based scheduling in the wafer probe centre. Int J Prod Res 46(15):4111-4133
    • (2008) Int J Prod Res , vol.46 , Issue.15 , pp. 4111-4133
    • Chiang, T.C.1    Shen, Y.S.2    Fu, L.C.3
  • 11
    • 0000418020 scopus 로고    scopus 로고
    • Benchmarks for shop scheduling problems
    • 0951.90022 10.1016/S0377-2217(97)00019-2
    • Demirkol E, Mehta S, Uzsoy R (1998) Benchmarks for shop scheduling problems. Eur J Oper Res 109(1):137-141
    • (1998) Eur J Oper Res , vol.109 , Issue.1 , pp. 137-141
    • Demirkol, E.1    Mehta, S.2    Uzsoy, R.3
  • 12
    • 0029215084 scopus 로고
    • Evolution based learning in a job shop scheduling environment
    • 0815.90089 10.1016/0305-0548(93)E0016-M
    • Dorndorf U, Pesch E (1995) Evolution based learning in a job shop scheduling environment. Comput Oper Res 22(1):25-40
    • (1995) Comput Oper Res , vol.22 , Issue.1 , pp. 25-40
    • Dorndorf, U.1    Pesch, E.2
  • 14
    • 0000131281 scopus 로고
    • Algorithms for solving production-scheduling problems
    • 113721 0248.90022 10.1287/opre.8.4.487
    • Giffler B, Thompson GL (1960) Algorithms for solving production- scheduling problems. Oper Res 8:487-503
    • (1960) Oper Res , vol.8 , pp. 487-503
    • Giffler, B.1    Thompson, G.L.2
  • 15
    • 0022865373 scopus 로고
    • Future paths for integer programming and links to artificial intelligence
    • 868908 0615.90083 10.1016/0305-0548(86)90048-1
    • Glover F (1986) Future paths for integer programming and links to artificial intelligence. Comput Oper Res 13:533-549
    • (1986) Comput Oper Res , vol.13 , pp. 533-549
    • Glover, F.1
  • 16
    • 13544269251 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for the job shop scheduling problem
    • 1075.90028 10.1016/j.ejor.2004.03.012
    • Goncalves JF, de Magalhaes Mendes JJ, Resende MGC (2005) A hybrid genetic algorithm for the job shop scheduling problem. Eur J Oper Res 167(1):77-95
    • (2005) Eur J Oper Res , vol.167 , Issue.1 , pp. 77-95
    • Goncalves, J.F.1    De Magalhaes Mendes, J.J.2    Resende, M.G.C.3
  • 17
    • 0034818087 scopus 로고    scopus 로고
    • Variable neighborhood search: Principles and applications
    • 1816664 0981.90063 10.1016/S0377-2217(00)00100-4
    • Hansen P, Mladenovic N (2001) Variable neighborhood search: principles and applications. Eur J Oper Res 130(3):449-467
    • (2001) Eur J Oper Res , vol.130 , Issue.3 , pp. 449-467
    • Hansen, P.1    Mladenovic, N.2
  • 22
    • 0034651053 scopus 로고    scopus 로고
    • New dispatching rules for shop scheduling: A step forward
    • 0945.90526 10.1080/002075400189301
    • Jayamohan MS, Rajendran C (2000) New dispatching rules for shop scheduling: a step forward. Int J Prod Res 38:563-586
    • (2000) Int J Prod Res , vol.38 , pp. 563-586
    • Jayamohan, M.S.1    Rajendran, C.2
  • 23
    • 2042474752 scopus 로고    scopus 로고
    • Development and analysis of cost-based dispatching rules for job shop scheduling
    • 1103.90340 10.1016/S0377-2217(03)00204-2
    • Jayamohan MS, Rajendran C (2004) Development and analysis of cost-based dispatching rules for job shop scheduling. Eur J Oper Res 157(2):307-321
    • (2004) Eur J Oper Res , vol.157 , Issue.2 , pp. 307-321
    • Jayamohan, M.S.1    Rajendran, C.2
  • 24
    • 0005648655 scopus 로고    scopus 로고
    • Tech. rep., NISTIR, National Institute of Standards and Technology, Gaithersburg, USA
    • Jones A, Rabelo LC (1998) Survey of job shop scheduling techniques. Tech. rep., NISTIR, National Institute of Standards and Technology, Gaithersburg, USA
    • (1998) Survey of Job Shop Scheduling Techniques
    • Jones, A.1    Rabelo, L.C.2
  • 26
    • 0346438795 scopus 로고    scopus 로고
    • A large step random walk for minimizing total weighted tardiness in a job shop
    • 1990966 0969.90045 10.1002/(SICI)1099-1425(200005/06)3:3<125: AID-JOS40>3.0.CO;2-C
    • Kreipl S (2000) A large step random walk for minimizing total weighted tardiness in a job shop. J Sched 3:125-138
    • (2000) J Sched , vol.3 , pp. 125-138
    • Kreipl, S.1
  • 27
    • 0026461248 scopus 로고
    • Job shop scheduling by simulated annealing
    • 1152731 0751.90039 10.1287/opre.40.1.113
    • van Laarhoven PJM, Aarts EHL, Lenstra JK (1992) Job shop scheduling by simulated annealing. Oper Res 40(1):113-125
    • (1992) Oper Res , vol.40 , Issue.1 , pp. 113-125
    • Van Laarhoven, P.J.M.1    Aarts, E.H.L.2    Lenstra, J.K.3
  • 29
    • 26644461462 scopus 로고    scopus 로고
    • Discovering dispatching rules using data mining
    • 2179408 1123.90031 10.1007/s10951-005-4781-0
    • Li X, Olafsson S (2005) Discovering dispatching rules using data mining. J Sched 8:515-527
    • (2005) J Sched , vol.8 , pp. 515-527
    • Li, X.1    Olafsson, S.2
  • 30
    • 0001251144 scopus 로고
    • Job-shop scheduling: Computational study of local search and large-step optimization methods
    • 0904.90089 10.1016/0377-2217(95)00012-F
    • Lourenco HR (1995) Job-shop scheduling: computational study of local search and large-step optimization methods. Eur J Oper Res 83(2):347-364
    • (1995) Eur J Oper Res , vol.83 , Issue.2 , pp. 347-364
    • Lourenco, H.R.1
  • 32
    • 0002748923 scopus 로고
    • Job-shop scheduling theory: What is relevant?
    • 10.1287/inte.18.4.84
    • McKay KN, Safayeni FR, Buzacott JA (1988) Job-shop scheduling theory: what is relevant? Interfaces 18:84-90
    • (1988) Interfaces , vol.18 , pp. 84-90
    • McKay, K.N.1    Safayeni, F.R.2    Buzacott, J.A.3
  • 34
    • 33747889825 scopus 로고    scopus 로고
    • Comparative study of dispatching rules in a real-life job shop environment
    • 10.1080/08839510600779738
    • Mizrak P, Bayhan GM (2006) Comparative study of dispatching rules in a real-life job shop environment. Appl Artif Intell 20:585-607
    • (2006) Appl Artif Intell , vol.20 , pp. 585-607
    • Mizrak, P.1    Bayhan, G.M.2
  • 35
    • 84866872268 scopus 로고    scopus 로고
    • A coevolution genetic programming method to evolve scheduling policies for dynamic multi-objective job shop scheduling problems
    • Nguyen S, Zhang M, Johnston M, Tan KC (2012a) A coevolution genetic programming method to evolve scheduling policies for dynamic multi-objective job shop scheduling problems. In: CEC'12: IEEE congress on evolutionary computation, pp 3332-3339
    • (2012) CEC'12: IEEE Congress on Evolutionary Computation , pp. 3332-3339
    • Nguyen, S.1    Zhang, M.2    Johnston, M.3    Tan, K.C.4
  • 37
    • 78650266092 scopus 로고    scopus 로고
    • Evolving scheduling rules with gene expression programming for dynamic single-machine scheduling problems
    • 10.1007/s00170-010-2518-5
    • Nie L, Shao X, Gao L, Li W (2010) Evolving scheduling rules with gene expression programming for dynamic single-machine scheduling problems. Int J Adv Manuf Technol 50:729-747
    • (2010) Int J Adv Manuf Technol , vol.50 , pp. 729-747
    • Nie, L.1    Shao, X.2    Gao, L.3    Li, W.4
  • 38
    • 5244278595 scopus 로고    scopus 로고
    • A fast taboo search algorithm for the job shop problem
    • 0880.90079 10.1287/mnsc.42.6.797
    • Nowicki E, Smutnicki C (1996) A fast taboo search algorithm for the job shop problem. Manag Sci 42:797-813
    • (1996) Manag Sci , vol.42 , pp. 797-813
    • Nowicki, E.1    Smutnicki, C.2
  • 39
    • 0003054955 scopus 로고
    • A survey of scheduling rules
    • 443969 0369.90054 10.1287/opre.25.1.45
    • Panwalkar SS, Iskander W (1977) A survey of scheduling rules. Oper Res 25:45-61
    • (1977) Oper Res , vol.25 , pp. 45-61
    • Panwalkar, S.S.1    Iskander, W.2
  • 40
    • 33747652903 scopus 로고    scopus 로고
    • An algorithm for the job shop scheduling problem based on global equilibrium search techniques
    • 2253953 1136.90017 10.1007/s10287-006-0023-y
    • Pardalos P, Shylo O (2006) An algorithm for the job shop scheduling problem based on global equilibrium search techniques. Comput Manag Sci 3:331-348
    • (2006) Comput Manag Sci , vol.3 , pp. 331-348
    • Pardalos, P.1    Shylo, O.2
  • 41
    • 38749112986 scopus 로고    scopus 로고
    • Fuzzy job shop scheduling with lot-sizing
    • 2388364 1152.90476 10.1007/s10479-007-0287-9
    • Petrovic S, Fayad C, Petrovic D, Burke E, Kendall G (2008) Fuzzy job shop scheduling with lot-sizing. Ann Oper Res 159:275-292
    • (2008) Ann Oper Res , vol.159 , pp. 275-292
    • Petrovic, S.1    Fayad, C.2    Petrovic, D.3    Burke, E.4    Kendall, G.5
  • 42
    • 0033079535 scopus 로고    scopus 로고
    • A shifting bottleneck heuristic for minimizing the total weighted tardiness in a job shop
    • 1670134 0922.90088 10.1002/(SICI)1520-6750(199902)46:1<1: AID-NAV1>3.0.CO;2-#
    • Pinedo M, Singer M (1999) A shifting bottleneck heuristic for minimizing the total weighted tardiness in a job shop. Nav Res Logist 46(1):1-17
    • (1999) Nav Res Logist , vol.46 , Issue.1 , pp. 1-17
    • Pinedo, M.1    Singer, M.2
  • 44
    • 0035781623 scopus 로고    scopus 로고
    • A multiobjective genetic algorithm for job shop scheduling
    • 10.1080/09537280110040424
    • Ponnambalam SG, Ramkumar V, Jawahar N (2001) A multiobjective genetic algorithm for job shop scheduling. Prod Plan Control 12(8):764-774
    • (2001) Prod Plan Control , vol.12 , Issue.8 , pp. 764-774
    • Ponnambalam, S.G.1    Ramkumar, V.2    Jawahar, N.3
  • 45
    • 0026930899 scopus 로고
    • New search spaces for sequencing problems with application to job shop scheduling
    • 0759.90048 10.1287/mnsc.38.10.1495
    • Storer RH, Wu SD, Vaccari R (1992) New search spaces for sequencing problems with application to job shop scheduling. Manag Sci 38(10):1495-1509
    • (1992) Manag Sci , vol.38 , Issue.10 , pp. 1495-1509
    • Storer, R.H.1    Wu, S.D.2    Vaccari, R.3
  • 46
    • 0027201278 scopus 로고
    • Benchmarks for basic scheduling problems
    • 0769.90052 10.1016/0377-2217(93)90182-M
    • Taillard E (1993) Benchmarks for basic scheduling problems. Eur J Oper Res 64(2):278-285
    • (1993) Eur J Oper Res , vol.64 , Issue.2 , pp. 278-285
    • Taillard, E.1
  • 47
    • 38849162891 scopus 로고    scopus 로고
    • Evolving dispatching rules using genetic programming for solving multi-objective flexible job-shop problems
    • 10.1016/j.cie.2007.08.008
    • Tay JC, Ho NB (2008) Evolving dispatching rules using genetic programming for solving multi-objective flexible job-shop problems. Comput Ind Eng 54:453-473
    • (2008) Comput Ind Eng , vol.54 , pp. 453-473
    • Tay, J.C.1    Ho, N.B.2
  • 48
    • 78049527141 scopus 로고    scopus 로고
    • A new dispatching rule based genetic algorithm for the multi-objective job shop problem
    • 1198.90213 10.1007/s10732-009-9120-8
    • Vázquez-Rodríguez JA, Petrovic S (2010) A new dispatching rule based genetic algorithm for the multi-objective job shop problem. J Heuristics 16(6):771-793
    • (2010) J Heuristics , vol.16 , Issue.6 , pp. 771-793
    • Vázquez-Rodríguez, J.A.1    Petrovic, S.2
  • 49
    • 0023399009 scopus 로고
    • Priority rules for job shops with weighted tardiness costs
    • 10.1287/mnsc.33.8.1035
    • Vepsalainen APJ, Morton TE (1987) Priority rules for job shops with weighted tardiness costs. Manage Sci 33:1035-1047
    • (1987) Manage Sci , vol.33 , pp. 1035-1047
    • Vepsalainen, A.P.J.1    Morton, T.E.2
  • 51
    • 55149114608 scopus 로고    scopus 로고
    • Minimizing weighted tardiness of job-shop scheduling using a hybrid genetic algorithm
    • 1163.90004 10.1016/j.ejor.2007.10.063
    • Zhou H, Cheung W, Leung LC (2009) Minimizing weighted tardiness of job-shop scheduling using a hybrid genetic algorithm. Eur J Oper Res 194(3):637-649
    • (2009) Eur J Oper Res , vol.194 , Issue.3 , pp. 637-649
    • Zhou, H.1    Cheung, W.2    Leung, L.C.3


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