Confidence interval prediction for neural network models

IEEE Transactions on Neural Networks

Volumn 7, Issue 1, 1996, Pages 229-232

  Chryssolouris, George ^a   Lee, Moshin ^a   Ramsey, Alvin ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ERRORS; ESTIMATION; FLEXIBLE MANUFACTURING SYSTEMS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS;

CONFIDENCE INTERVAL PREDICTION; NEURAL NETWORK MODELS;

NEURAL NETWORKS;

EID: 0029756425     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.478409     Document Type: Article

References (7)

1. G. Chryssolouris, M. Lee, J. Pierce, and M. Domroese, "Use of neural networks for the design of manufacturing systems," Manufacturing Rev., vol. 3, no. 3, pp. 187-194, Sep. 1990.
2. J. E. Freund and R. E. Walpole, Mathematical Statistics. Englewood Cliffs, NJ: Prentice-Hall, 1987.
3. G. A. Seber and C. J. Wild, Nonlinear Regression. New York: Wiley, 1989.
4. R. V. Hogg and J. Ledolter, Engineering Statistics. New York: Macmillan, 1987.
5. J. R. Donaldson and R. B. Schnabel, "Computational experience with confidence regions and confidence intervals for nonlinear least squares," Technometrics, vol. 29, no. 1, pp. 67-82, Feb. 1987.
6. S. C. Graves and C. H. Redfield, "Equipment selection and task assignment for multiproduct assembly system design," Int. J. Flexible Manufacturing Syst., vol. 1, pp. 31-50, 1988.
7. G. C. Chryssolouris, M. Lee, and A. Ramsey, "An evaluation framework for manufacturing systems," working paper, 1993.