The determination of mean and/or variance shifts with artificial neural networks

International Journal of Production Research

Volumn 37, Issue 10, 1999, Pages 2191-2200

  Dedeakayogullari I ^a   Burnak, N ^a  

^a ESKISEHIR OSMANGAZI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

COSTS; DISTRIBUTED COMPUTER SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; PARALLEL PROCESSING SYSTEMS;

SHEWHART CONTROL CHARTS; VARIANCE SHIFTS;

STATISTICAL PROCESS CONTROL;

EID: 0344210953     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/002075499190716     Document Type: Article

References (14)

1. Banks, J., 1989, Principles of Quality Control (New York: Wiley).
2. Beale, R. and Jackson, T., 1990, Neurocomputing: An Introduction (Bristol: Institute of Physics).
3. Cheng, C., 1995, Multi-layer network model for detecting changes in the process mean. Computers and Industrial Engineering, 28, 51-61.
4. Devor, R. E., Tsong Howchang and Sutherland, J. W., 1992, Statistical Quality Design and Control: Contemporary Concepts and Methods (New York: Macmillian).
5. Evans, j. R. and Lindsay, W. M., 1988, A framework for expert system development in statistical quality control. Computers and Industrial Engineering, 14, 335-343.
6. Guo, Y. and Dooley, K. J., 1992, Identification of change structure in statistical process control. International Journal of Production Research, 30, 1655-1669.
7. Hwarng, H. B. and Hubele, N. F., 1993, Back-propagation pattern recognizers for X control charts:methology and performance. Computers and Industrial Engineering, 24, 219-235.
8. Lippman, R., 1987, An introduction to computing with neural nets. IEEE ASSP Magazine, 4-22.
9. Montgomery Douglas, C., 1985, Introduction to Statistical Quality Control (Canada: Wiley).
10. Pao, Y. H., 1989, Adaptive pattern recognition and neural networks (London: Addison-Wesley).
11. Pugh, G. A., 1989, Synthetic neural networks for process control. Computers and Industrial Engineering, 17, 24-26.
12. Pugh, G. A., 1991, A comparison of neural networks to SPC charts. Computers and Industrial Engineering, 21, 253-255.
13. Rumelhart, D. E., McClelland, J. L. and The PDP Research Group, 1989, Parallel Distributed Processing: Foundations (London: A Bradford Book, MIT Press), 547 pp.
14. Smith, A. E., 1994, X-bar and R control chart interpretation using neural computing. International Journal of Production Research, 32, 309-320.