Multiresponse Optimization through a Loss Function Considering Process Parameter Fluctuation |
Kwon, Jun-Bum
(Production Engineering Research Center, LG Electronics, Inc.)
Lee, Jong-Seok (Department of Industrial and Management Engineering, POSTECH) Lee, Sang-Ho (Department of Industrial and Management Engineering, POSTECH) Jun, Chi-Hyuck (Department of Industrial and Management Engineering, POSTECH) Kim, Kwang-Jae (Department of Industrial and Management Engineering, POSTECH) |
1 | Ames, A. E., Mattucci, N., Macdonald, S., Szonyi, G. and Hawkins, D. M.(1997), Quality Loss Function for Optimization across Multiple Response Surface, Journal of Quality Technology, 29, 339-346 |
2 | Harrington, E.C.(1965), The Desirability Function, Industrial Quality Control, 4, 494-498 |
3 | Lee, M-S. and Kim, K-J.(2004), Expected Desirability Function: Consideration of Both Dispersion and Location Effects in Desirability Function Approach, Working Paper, Department of Industrial Engineering, POSTECH |
4 | Myers, R. H.and Montgomery, D. C.(2002), Response Surface Methodology: Process and Product Improvement with Designed Experiments, 2nd Edition, John Wiley & Sons, New York |
5 | Derringer, G. C. and Suich, R.(1980), Simultaneous Optimization of Several Response Variables, Journal of Quality Technology, 12(4), 214-219 |
6 | Kim, K-J. and Lin, D.(2000), Simultaneous Optimization of Multiple Responses by Maximizing Exponential Desirability Functions, Journal of Royal Statistical Society-Series C, 43, 311-325 |
7 | Kwon, J-B., Lee, J-S., Lee, S-H., Jun, C-H. and Kim, K-J (2005), Multiresponse Optimization through a New Desirability Function Considering Process Parameter Fluctuation, Journal of the Korean Operations Research and Management Science Society, 30(1), 95-104 |
8 | Vining, G. G.(1998), A Compromise Approach to Multiresponse Optimization, Journalof Quality Technology, 30, 309-313 |
9 | Box, G. E. P. and Wilson, K. B.(1951), On the Experimental Attainment of Optimum Conditions, Journal of Royal Statistical Society-Series E, 13, 1-45 |
10 | Ko, Y-H., Kim, K-J. and Jun, C-H.(2005), A New Loss Function-Based Method for Multiresponse Optimization, Journal of Quality Technology, 37(1), 50-59 |
11 | Fathi, Y.(1991), Nonlinear Programming Approach to the Parameter Design Problem, European Journal of Operational Research, 53, 371-381 DOI ScienceOn |
12 | Plante, R.(2001), Process Capability: a Criterion for Optimizing Multiple Response Product and Process Design, lIE Transactions, 33, 497-509 |
13 | Khuri, A. and Conlon, M.(1981), Simultaneous Optimization of Multiple Responses Represented by Polynomial Regression Functions, Technometrics, 23, 363-375 DOI ScienceOn |
14 | Pignatiello, J.(1993), Strategies for Robust to Multiresponse Quality Engineering, lIE Transactions, 25, 5-15 |
15 | Ribeiro, J. L., E1sayed, E.A.(1995), A Case Study on Process Optimization Using the Gradient Loss Function, International Journal of Production Research, 33(12),3233-3248 DOI ScienceOn |