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Economic Second-Order Modeling Using Modified Notz Design
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  • Economic Second-Order Modeling Using Modified Notz Design
  • Economic Second-Order Modeling Using Modified Notz Design
저자명
윤태홍,변재현,Yun. Tae-Hong,Byun. Jai-Hyun
간행물명
品質經營學會誌
권/호정보
2012년|40권 4호|pp.431-440 (10 pages)
발행정보
한국품질경영학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

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.