- Tytuł:
- The Response Surface Methodology revisited – comparison of analytical and non-parametric approaches
- Autorzy:
- Osocha, P.
- Powiązania:
- https://bibliotekanauki.pl/articles/112084.pdf
- Data publikacji:
- 2018
- Wydawca:
- Stowarzyszenie Menedżerów Jakości i Produkcji
- Tematy:
-
expert system
design of experiment
factorials
Taguchi robust design
RSM
system ekspercki
projektowanie eksperymentu
metodologia powierzchni odpowiedzi
metoda Taguchi - Opis:
- Since G.E.P. Box introduced central composite designs in early fifties of 20th century, the classic design of experiments (DoE) utilizes response surface models (RSM), however usually limited to the simple form of low-degree polynomials. In the case of small size datasets, the conformity with the normal distribution has very weak reliability and it leads to very uncertain assessment of a parameter statistical significance. The bootstrap approach appears to be better solution than – theoretically proved but only asymptotically equal – t distribution based evaluation. The authors presents the comparison of the RSM model evaluated by a classic method and bootstrap approach.
- Źródło:
-
Production Engineering Archives; 2018, 20; 49-53
2353-5156
2353-7779 - Pojawia się w:
- Production Engineering Archives
- Dostawca treści:
- Biblioteka Nauki
Artykuł