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Volumn 46, Issue 6, 2008, Pages 1431-1454

Learning effective dispatching rules for batch processor scheduling

Author keywords

AI in manufacturing systems; Batch scheduling; Dispatching rules; Genetic algorithms

Indexed keywords

AUTONOMOUS AGENTS; COMPUTATIONAL METHODS; GENETIC ALGORITHMS; LEARNING SYSTEMS; SCHEDULING;

EID: 36348991068     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207540600993360     Document Type: Article
Times cited : (53)

References (36)
  • 1
    • 0001507294 scopus 로고
    • Batching and scheduling jobs on batch and discrete processors
    • Ahmadi, J.H., Ahmadi, R.H., Sriram, D. and Tang, C.S., Batching and scheduling jobs on batch and discrete processors. Oper. Res., 1992, 39, 750-763.
    • (1992) Oper. Res , vol.39 , pp. 750-763
    • Ahmadi, J.H.1    Ahmadi, R.H.2    Sriram, D.3    Tang, C.S.4
  • 2
    • 33846012075 scopus 로고
    • Aho, A.V, Sethi, R. and Ullman, J.D, Compilers:, Addison-Wesley: Reading, MA
    • Aho, A.V., Sethi, R. and Ullman, J.D., Compilers: Principles, Techniques and Tools, 1986 (Addison-Wesley: Reading, MA).
    • (1986) Principles, Techniques and Tools
  • 3
    • 0032202819 scopus 로고    scopus 로고
    • Control of a batch-processing machine: A computational approach
    • Avramidis, A.N., Healy, K.J. and Uzsoy, R., Control of a batch-processing machine: a computational approach. Int. J. Prod. Res., 1998, 36, 3167-3181.
    • (1998) Int. J. Prod. Res , vol.36 , pp. 3167-3181
    • Avramidis, A.N.1    Healy, K.J.2    Uzsoy, R.3
  • 5
    • 0035308563 scopus 로고    scopus 로고
    • Scheduling a batch, processing machine with incompatible job families
    • Azizoglu, M., and Webster, S., Scheduling a batch, processing machine with incompatible job families. Comput. Ind. Engng, 2001, 39, 325-335.
    • (2001) Comput. Ind. Engng , vol.39 , pp. 325-335
    • Azizoglu, M.1    Webster, S.2
  • 7
    • 0020013653 scopus 로고
    • A state-of-the-art survey of dispatching rules for manufacturing job shop operations
    • Blackstone, J.H., Phillips, D.T. and Hogg, G.L., A state-of-the-art survey of dispatching rules for manufacturing job shop operations. Int. J. Prod. Res., 1982, 20, 27-45.
    • (1982) Int. J. Prod. Res , vol.20 , pp. 27-45
    • Blackstone, J.H.1    Phillips, D.T.2    Hogg, G.L.3
  • 10
    • 0027656856 scopus 로고
    • Minimizing total completion time on batch processing machines
    • Chandru, V., Lee, C.-Y. and Uzsoy, R., Minimizing total completion time on batch processing machines. Int. J. Prod. Res., 1993a, 31, 2097-2121.
    • (1993) Int. J. Prod. Res , vol.31 , pp. 2097-2121
    • Chandru, V.1    Lee, C.-Y.2    Uzsoy, R.3
  • 11
    • 0027560273 scopus 로고
    • Minimizing total completion time on a batch processing machine with job families
    • Chandru, V., Lee, C.-Y. and Uzsoy, R., Minimizing total completion time on a batch processing machine with job families. Oper. Res. Lett., 1993b, 13, 61-65.
    • (1993) Oper. Res. Lett , vol.13 , pp. 61-65
    • Chandru, V.1    Lee, C.-Y.2    Uzsoy, R.3
  • 12
    • 0030217535 scopus 로고    scopus 로고
    • Ranking dispatching rules by data envelopment analysis in a job shop environment
    • Chang, Y.-L., Sueyoshi, T. and Sullivan, R.S., Ranking dispatching rules by data envelopment analysis in a job shop environment. IIE Trans., 1996, 28, 631-642.
    • (1996) IIE Trans , vol.28 , pp. 631-642
    • Chang, Y.-L.1    Sueyoshi, T.2    Sullivan, R.S.3
  • 13
    • 0029404744 scopus 로고    scopus 로고
    • A learning-based methodology for dynamic scheduling in distributed manufacturing systems
    • 1.995
    • Chiu, C. and Yih, Y., A learning-based methodology for dynamic scheduling in distributed manufacturing systems. Int. J. Prod. Res., 1.995, 33, 3217-3232.
    • Int. J. Prod. Res , vol.33 , pp. 3217-3232
    • Chiu, C.1    Yih, Y.2
  • 14
    • 0026866908 scopus 로고
    • Real-time control of multiproduct bulkservice semiconductor manufacturing processes
    • Fowler, J.W., Phillips, D.T. and Hogg, G.L., Real-time control of multiproduct bulkservice semiconductor manufacturing processes. IEEE Trans. Semicond. Mfg, 1992, 5, 158-163.
    • (1992) IEEE Trans. Semicond. Mfg , vol.5 , pp. 158-163
    • Fowler, J.W.1    Phillips, D.T.2    Hogg, G.L.3
  • 15
    • 30344458483 scopus 로고    scopus 로고
    • Rapid modeling and discovery of priority dispatching rules: An autonomous learning approach
    • Geiger, C.D., Uzsoy, R. and Aytug, H., Rapid modeling and discovery of priority dispatching rules: an autonomous learning approach. J. Schedul., 2006, 9, 7-34.
    • (2006) J. Schedul , vol.9 , pp. 7-34
    • Geiger, C.D.1    Uzsoy, R.2    Aytug, H.3
  • 16
    • 0026153052 scopus 로고
    • Dynamic batching heuristic for simultaneous processing
    • Glassey, C.R. and Weng, W.W., Dynamic batching heuristic for simultaneous processing. IEEE Trans. Semicond. Mfg, 1991, 4, 77-82.
    • (1991) IEEE Trans. Semicond. Mfg , vol.4 , pp. 77-82
    • Glassey, C.R.1    Weng, W.W.2
  • 17
    • 38149058172 scopus 로고
    • Scheduling algorithms for a single batch processing machine
    • Ikura, Y. and Gimple, M., Scheduling algorithms for a single batch processing machine. Oper. Res. Lett., 1986, 5, 61-65.
    • (1986) Oper. Res. Lett , vol.5 , pp. 61-65
    • Ikura, Y.1    Gimple, M.2
  • 19
    • 0031121631 scopus 로고    scopus 로고
    • Job shop scheduling with a genetic algorithm and machine learning
    • Lee, C.-Y., Piramuthu, S. and Tsai, Y.-K., Job shop scheduling with a genetic algorithm and machine learning. Int. J. Prod. Res., 1997, 35, 1171-1191.
    • (1997) Int. J. Prod. Res , vol.35 , pp. 1171-1191
    • Lee, C.-Y.1    Piramuthu, S.2    Tsai, Y.-K.3
  • 20
    • 0032804081 scopus 로고    scopus 로고
    • Minimizing makespan on a single batch processing machine with dynamic job arrivals
    • Lee, C.-Y. and Uzsoy, R., Minimizing makespan on a single batch processing machine with dynamic job arrivals. Int. J. Prod. Res., 1999, 37, 219-236.
    • (1999) Int. J. Prod. Res , vol.37 , pp. 219-236
    • Lee, C.-Y.1    Uzsoy, R.2
  • 21
    • 0026898494 scopus 로고
    • Efficient algorithms for scheduling semiconductor burn-in operations
    • Lee, C.-Y., Uzsoy, R. and Martin-Vega, L.A., Efficient algorithms for scheduling semiconductor burn-in operations. Oper. Res., 1992, 40, 764-774.
    • (1992) Oper. Res , vol.40 , pp. 764-774
    • Lee, C.-Y.1    Uzsoy, R.2    Martin-Vega, L.A.3
  • 22
    • 0032003105 scopus 로고    scopus 로고
    • Minimizing total tardiness on a batch, processing machine with incompatible job families
    • Mehta, S.V. and Uzsoy, R., Minimizing total tardiness on a batch, processing machine with incompatible job families. IIE Trans., 1998, 30, 165-178.
    • (1998) IIE Trans , vol.30 , pp. 165-178
    • Mehta, S.V.1    Uzsoy, R.2
  • 23
    • 0242301653 scopus 로고    scopus 로고
    • Selection of dispatching rules on multiple dispatching decision points in real-time scheduling of a semiconductor wafer fabrication system
    • Min, H.-S. and Yih, Y., Selection of dispatching rules on multiple dispatching decision points in real-time scheduling of a semiconductor wafer fabrication system. Int. J. Prod. Res., 2003, 41, 3921-3941.
    • (2003) Int. J. Prod. Res , vol.41 , pp. 3921-3941
    • Min, H.-S.1    Yih, Y.2
  • 25
    • 1542685255 scopus 로고    scopus 로고
    • Genetic algorithm based scheduling of parallel batch machines with incompatible job families to minimize total weighted tardiness
    • Monch, L., Balasubramanian, H., Fowler, J. and Pfund, M., Genetic algorithm based scheduling of parallel batch machines with incompatible job families to minimize total weighted tardiness. Int. J. Prod. Res., 2004, 42, 1621-1638.
    • (2004) Int. J. Prod. Res , vol.42 , pp. 1621-1638
    • Monch, L.1    Balasubramanian, H.2    Fowler, J.3    Pfund, M.4
  • 26
    • 4544293356 scopus 로고    scopus 로고
    • Minimizing total weighted tardiness on a single batch process machine with incompatible job families
    • Perez, I.C., Fowler, J.W. and Carlyle, W.M., Minimizing total weighted tardiness on a single batch process machine with incompatible job families. Comput. Oper. Res., 2005, 32, 327-341.
    • (2005) Comput. Oper. Res , vol.32 , pp. 327-341
    • Perez, I.C.1    Fowler, J.W.2    Carlyle, W.M.3
  • 27
    • 0031165072 scopus 로고    scopus 로고
    • Dynamic selection of dispatching rules for manufacturing system scheduling
    • Pierreval, H. and Mebarki, N., Dynamic selection of dispatching rules for manufacturing system scheduling. Int. J. Prod. Res., 1997, 35, 1575-1591.
    • (1997) Int. J. Prod. Res , vol.35 , pp. 1575-1591
    • Pierreval, H.1    Mebarki, N.2
  • 29
    • 0028426236 scopus 로고
    • Learning-based scheduling in a flexible manufacturing flow line
    • Piramuthu, S., Raman, N. and Shaw, M.J., Learning-based scheduling in a flexible manufacturing flow line. IEEE Trans. Engng Mgmt, 1994, 41, 172-182.
    • (1994) IEEE Trans. Engng Mgmt , vol.41 , pp. 172-182
    • Piramuthu, S.1    Raman, N.2    Shaw, M.J.3
  • 30
    • 0000936343 scopus 로고
    • Intelligent scheduling with machine learning capabilities: The induction of scheduling knowledge
    • Shaw, M.J., Park, S. and Raman, N., Intelligent scheduling with machine learning capabilities: the induction of scheduling knowledge. HE Trans., 1992, 24, 156-168.
    • (1992) HE Trans , vol.24 , pp. 156-168
    • Shaw, M.J.1    Park, S.2    Raman, N.3
  • 31
    • 0036643150 scopus 로고    scopus 로고
    • Minimizing makespan on a single burn-in oven with job families and dynamic job arrivals
    • Sung, C.C., Choung, Y.I., Hong, J.M. and Kim, Y., Minimizing makespan on a single burn-in oven with job families and dynamic job arrivals. Comput. Oper. Res., 2002, 29, 2353-2373.
    • (2002) Comput. Oper. Res , vol.29 , pp. 2353-2373
    • Sung, C.C.1    Choung, Y.I.2    Hong, J.M.3    Kim, Y.4
  • 32
    • 0029387205 scopus 로고
    • Scheduling batch processing machines with incompatible job families
    • Uzsoy, R., Scheduling batch processing machines with incompatible job families. Int. J. Prod. Res., 1995, 33, 2685-2708.
    • (1995) Int. J. Prod. Res , vol.33 , pp. 2685-2708
    • Uzsoy, R.1
  • 33
    • 0023399009 scopus 로고    scopus 로고
    • Priority rules for job shops with weighted tardiness costs
    • 1.987
    • Vepsalainen, A.P.J, and Morton, T.E., Priority rules for job shops with weighted tardiness costs. Mgmt Sci., 1.987, 33, 1035-1047.
    • Mgmt Sci , vol.33 , pp. 1035-1047
    • Vepsalainen, A.P.J.1    Morton, T.E.2
  • 34
    • 0036778940 scopus 로고    scopus 로고
    • A genetic algorithm to minimize maximum lateness on a batch processing machine
    • Wang, C.S. and Uzsoy, R., A genetic algorithm to minimize maximum lateness on a batch processing machine. Comput. Oper. Res., 2002, 29, 1621-1640.
    • (2002) Comput. Oper. Res , vol.29 , pp. 1621-1640
    • Wang, C.S.1    Uzsoy, R.2
  • 35
    • 0029338650 scopus 로고
    • Scheduling groups of jobs on a single machine
    • Webster, S. and Baker, K.R., Scheduling groups of jobs on a single machine. Oper. Res., 1995, 43, 692-703.
    • (1995) Oper. Res , vol.43 , pp. 692-703
    • Webster, S.1    Baker, K.R.2
  • 36
    • 0027648685 scopus 로고
    • An improved methodology for real-time production decisions at batch-process work stations
    • Weng, W.W. and Leachman, R.C., An improved methodology for real-time production decisions at batch-process work stations. IEEE Trans. Semicond. Mfg, 1993, 6, 219-225.
    • (1993) IEEE Trans. Semicond. Mfg , vol.6 , pp. 219-225
    • Weng, W.W.1    Leachman, R.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.