메뉴 건너뛰기




Volumn 41, Issue 12, 2003, Pages 2619-2641

Intelligent scheduling controller for shop floor control systems: A hybrid genetic algorithm/decision tree learning approach

Author keywords

[No Author keywords available]

Indexed keywords

DECISION THEORY; GENETIC ALGORITHMS; KNOWLEDGE ACQUISITION; LEARNING SYSTEMS; OPTIMIZATION; SCHEDULING; TREES (MATHEMATICS);

EID: 0242269909     PISSN: 00207543     EISSN: None     Source Type: Journal    
DOI: 10.1080/0020754031000090612     Document Type: Article
Times cited : (39)

References (36)
  • 1
    • 0032661588 scopus 로고    scopus 로고
    • Neural network-based adaptive production control system for flexible manufacturing cell under a random environment
    • ARZI, Y. and IAROSLAVITZ, L., 1999, Neural network-based adaptive production control system for flexible manufacturing cell under a random environment, IIE Transactions, 31, 217-230.
    • (1999) IIE Transactions , vol.31 , pp. 217-230
    • Arzi, Y.1    Iaroslavitz, L.2
  • 2
    • 0034651059 scopus 로고    scopus 로고
    • Operating an FMC by a decision-tree-based adaptive production control system
    • ARZI, Y. and IAROSLAVITZ, L., 2000, Operating an FMC by a decision-tree-based adaptive production control system. International Journal of Production Research, 38, 675-697.
    • (2000) International Journal of Production Research , vol.38 , pp. 675-697
    • Arzi, Y.1    Iaroslavitz, L.2
  • 3
    • 0021496929 scopus 로고
    • Sequencing rules and due-date assignments in a job shop
    • BAKER, K. R., 1984, Sequencing rules and due-date assignments in a job shop. Management Science, 30, 1093-1104.
    • (1984) Management Science , vol.30 , pp. 1093-1104
    • Baker, K.R.1
  • 6
    • 0032635912 scopus 로고    scopus 로고
    • Auto-bias selection for learning-based scheduling systems
    • CHEN, C. C. and YIH, Y., 1999, Auto-bias selection for learning-based scheduling systems. International Journal of Production Research, 37, 1987-2002.
    • (1999) International Journal of Production Research , vol.37 , pp. 1987-2002
    • Chen, C.C.1    Yih, Y.2
  • 7
    • 0029404744 scopus 로고
    • A learning-based methodology for dynamic scheduling in distributed manufacturing systems
    • CHIU, C. and YIH, Y., 1995, A learning-based methodology for dynamic scheduling in distributed manufacturing systems. International Journal of Production Research, 33, 3217-3232.
    • (1995) International Journal of Production Research , vol.33 , pp. 3217-3232
    • Chiu, C.1    Yih, Y.2
  • 8
    • 0027576654 scopus 로고
    • A robust adaptive scheduler for an intelligent workstation controller
    • CHO, H. and WYSK, R. A., 1993, A robust adaptive scheduler for an intelligent workstation controller. International Journal of Production Research, 31, 771-789.
    • (1993) International Journal of Production Research , vol.31 , pp. 771-789
    • Cho, H.1    Wysk, R.A.2
  • 9
    • 0002622363 scopus 로고
    • Intelligent workstation controller for computer-integrated manufacturing: Problems and models
    • CHO, H. and WYSK, R. A., 1995, Intelligent workstation controller for computer-integrated manufacturing: problems and models. Journal of Manufacturing Systems, 14, 252-263.
    • (1995) Journal of Manufacturing Systems , vol.14 , pp. 252-263
    • Cho, H.1    Wysk, R.A.2
  • 13
    • 0242297447 scopus 로고    scopus 로고
    • http://www.rulequest.com/see5-win.html.
  • 16
    • 0032163501 scopus 로고    scopus 로고
    • Integration of inductive learning and neural networks for multi-objective FMS scheduling
    • KIM, C. O., MIN, H. S. and YIH, Y., 1998, Integration of inductive learning and neural networks for multi-objective FMS scheduling. International Journal of Production Research, 36, 2497-2509.
    • (1998) International Journal of Production Research , vol.36 , pp. 2497-2509
    • Kim, C.O.1    Min, H.S.2    Yih, Y.3
  • 17
    • 34249966833 scopus 로고
    • An empirical comparison of selection measures for decision-tree induction
    • MINGERS, J., 1989a, An empirical comparison of selection measures for decision-tree induction. Machine Learning, 3, 319-342.
    • (1989) Machine Learning , vol.3 , pp. 319-342
    • Mingers, J.1
  • 18
    • 79952785777 scopus 로고
    • An empirical comparison of pruning methods for decision-tree induction
    • MINGERS, J., 1989b, An empirical comparison of pruning methods for decision-tree induction. Machine Learning, 4, 227-243.
    • (1989) Machine Learning , vol.4 , pp. 227-243
    • Mingers, J.1
  • 21
    • 0242297451 scopus 로고    scopus 로고
    • Transient state estimation for a discrete manufacturing system
    • MOSES, S. A., 1999, Transient state estimation for a discrete manufacturing system. Journal of Manufacturing System, 18, 256-267.
    • (1999) Journal of Manufacturing System , vol.18 , pp. 256-267
    • Moses, S.A.1
  • 22
    • 0031198746 scopus 로고    scopus 로고
    • Adaptive scheduling in dynamic flexible manufacturing systems: A dynamic rule selection approach
    • PARK, S. C., RAMAN, N. and SHAW, M. J., 1997, Adaptive scheduling in dynamic flexible manufacturing systems: a dynamic rule selection approach. IEEE Transactions on Robotics and Automation, 13, 486-502.
    • (1997) IEEE Transactions on Robotics and Automation , vol.13 , pp. 486-502
    • Park, S.C.1    Raman, N.2    Shaw, M.J.3
  • 24
    • 33744584654 scopus 로고
    • Induction of decision trees
    • QUINLAN, J. R., 1986, Induction of decision trees. Machine Learning, 1, 81-106.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 28
    • 0032000897 scopus 로고    scopus 로고
    • A study of scheduling rules of flexible manufacturing systems: A simulation approach
    • SABUNCUOGLU, I., 1998, A study of scheduling rules of flexible manufacturing systems: a simulation approach. International Journal Production Research, 36, 527-546.
    • (1998) International Journal Production Research , vol.36 , pp. 527-546
    • Sabuncuoglu, I.1
  • 29
    • 0000936343 scopus 로고
    • Intelligent scheduling with machine learning capabilities: The induction of scheduling knowledge
    • SHAW, M. J., PARK, S. and RAMAN, N., 1992, Intelligent scheduling with machine learning capabilities: the induction of scheduling knowledge. IIE Transactions, 24, 156-168.
    • (1992) IIE Transactions , vol.24 , pp. 156-168
    • Shaw, M.J.1    Park, S.2    Raman, N.3
  • 30
    • 0142227727 scopus 로고    scopus 로고
    • An enhanced knowledge representation for decision-tree based learning adaptive scheduling
    • SHIUE, Y. R. and Su, C. T., 2003, An enhanced knowledge representation for decision-tree based learning adaptive scheduling. International Journal of Computer Integrated Manufacturing, 16, 48-60.
    • (2003) International Journal of Computer Integrated Manufacturing , vol.16 , pp. 48-60
    • Shiue, Y.R.1    Su, C.T.2
  • 32
    • 0024895461 scopus 로고
    • A note on genetic algorithms for large-scale feature selection
    • SIEDLECKI, W. and SKLANSKY, J., 1989, A note on genetic algorithms for large-scale feature selection. Pattern Recognition Letters, 10, 335-347.
    • (1989) Pattern Recognition Letters , vol.10 , pp. 335-347
    • Siedlecki, W.1    Sklansky, J.2
  • 34
    • 0030259026 scopus 로고    scopus 로고
    • A shop-floor control architecture for computer-integrated manufacturing
    • SMITH, J. S., HOBERECHT, W. C. and JOSHI, S. B., 1996, A shop-floor control architecture for computer-integrated manufacturing. IIE Transactions, 28, 783-794.
    • (1996) IIE Transactions , vol.28 , pp. 783-794
    • Smith, J.S.1    Hoberecht, W.C.2    Joshi, S.B.3
  • 36
    • 0024731596 scopus 로고
    • An application of discrete-event simulation to on-line control and scheduling in flexible manufacturing
    • WU, S. D. and WYSK, R. A., 1989, An application of discrete-event simulation to on-line control and scheduling in flexible manufacturing. International Journal of Production Research, 27, 1603-1623.
    • (1989) International Journal of Production Research , vol.27 , pp. 1603-1623
    • Wu, S.D.1    Wysk, R.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.