| 수정된 Notz계획을 이용한 2차모형의 경제적 추정 |
| 윤태홍1, 변재현2 |
1삼현엔지니어링 품질보증팀
2경상대학교 산업시스템공학부, 공학연구원 |
| Economic Second-Order Modeling Using Modified Notz Design |
| Tae-Hong Yun1, Jai-Hyun Byun2 |
1Quality Assurance Team, Samhyun Engineering Co.
2Department of Industrial and Systems Engineering and Engineering Research Institute Gyeongsang National University |
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| ABSTRACT |
Purpose:
In this paper we propose modified Notz designs which are useful to experimenters who want to adopt the sequential experimentation strategy and to estimate second-order regression model with as few experimental points as possible.
Methods:
We first present the design matrices and design points in two or three dimensional spaces for such small sized second-order designs as small composite, hybrid, and Notz designs. Modified Notz designs are proposed and compared with some response surface designs in terms of the total number of experimental points, the estimation capability criteria such as D- and A-optimality.
Results:
When sequential experimentation is necessary, the modified Notz designs are recommendable.
Conclusion:
The result of this paper will be beneficial to experimenters who need to do experiments more efficiently, especially for those who want to reduce the time of experimentation as much as possible to develop cutting-edge products. |
| Key Words:
Response Surface Methodology;Second-Order Modelling;Modified Notz Design;Optimality Criteria;Sequential Experimentation; |
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