On the sensitivity of desirability functions for multiresponse optimization

Journal of Industrial and Management Optimization

Volumn 4, Issue 4, 2008, Pages 685-696

  Aksezer, Caglar S ^a  

^a ISIK UNIVERSITY   (Turkey)

Author keywords

Desirability Functions; Multiresponse optimization; Parametric sensitivity analysis

Indexed keywords

EID: 56649107777     PISSN: 15475816     EISSN: 1553166X     Source Type: Journal    
DOI: 10.3934/jimo.2008.4.685     Document Type: Article

References (16)

1. N. E. Hartmann and R. A. Beaumont, Optimum compounding by computer, J. of the Inst. of Rubber Industry, 2 (1968), 272-275.
2. R. H. Myers and D. C. Montgomery, "Response Surface Methodology," 2nd edition, Wiley-Interscience, New York, 2002.
3. A. I. Khuri and M. Conlon, Simultaneous optimization of multiple responses represented by polynomial regression functions, Technometrics, 23 (1981), 363-375.
4. G. Taguchi and Y. Wu, "Introduction to Off-Line Quality Control," Central Japan Quality Control Association, 1979.
5. J. J. Pignatiello, Strategies for robust multiresponse quality engineering, IIE Transactions, 25 (1993), 5-15.
6. F. A. Spiring and A. Yeung, A general class of loss functions with industrial applications, J. of Quality Tech., 30 (1998), 152-162.
7. E. C. Harrington, The desirability function, Industrial Quality Control, 21 (1965), 494-498.
8. G. C. Derringer and R. Suich, Simultaneous optimization of several response variables, J. of Quality Tech., 12 (1980), 214-219.
9. R. M. Dabbas, J. W. Fowler, D. A. Rollier and D. McCarville, Multiple response optimization using mixture-designed experiments and desirability functions in semiconductor scheduling, J. of Production Research, 41 (2003), 939-961.
10. C.-M. Hsu, C.-T. Su and D. Liao, Simultaneous optimisation of the broadband tap coupler optical performance based on neural networks and exponential desirability functions, Int. J. of Advanced Manufacturing Tech., 23 (2004), 896-902.
11. F. Safa and M. R. Hadjmohammadi, Simultaneous optimization of the resolution and analysis time in micellar liquid chromatography of phenyl thiohydantoin amino acids using Derringer's desirability function, J. of Chromatography, 1078 (2005), 42-50.
12. E. D. Castillo, D. C. Montgomery and D. R. McCarville, Modified desirability functions for multiple response optimization, J. of Quality Tech., 28 (1996), 337-345.
13. Stat-Ease Inc., "Design Expert Version 6.0.6," Minneapolis, MN.
14. R. L. Keeney and H. Raiffa, "Decisions with Multiple Objectives," Cambridge University Press, Cambridge, 1976.
15. J. F. Kros and C. M. Mastrangelo, Comparing methods for the multiresponse design problem, Quality and Reliability Eng. Int., 17 (2001), 323-331.
16. G. E. P. Box, W. G. Hunter and J. S. Hunter, "Statistics for Experimenters," John Wiley & Sons, New York, 1978.