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2^(k-p) Дробен факторен експериментален план×Метод на Тагучи (ортогонални масиви, съотношение сигнал/шум)×
ОбластПланиране на експериментаПланиране на експеримента
СемействоHypothesis testHypothesis test
Година на възникване19611987
СъздателGeorge E. P. Box and J. Stuart HunterGenichi Taguchi
ТипScreening and economical factorial designParametric robust design methodology
Основополагащ източникBox, G.E.P. & Hunter, J.S. (1961). The 2^(k-p) Fractional Factorial Designs. Technometrics, 3(3), 311–351. link ↗Taguchi, G. (1987). System of Experimental Design. UNIPUB/Kraus. ISBN: 978-0527916312
Други названия2^k-p design, fractional factorial, screening design, Kesirli Faktöriyel Desen (2^k-p Fractional Factorial)Taguchi robust design, orthogonal array design, S/N ratio method, Taguchi Yöntemi (Ortogonal Dizi, S/N Oranı)
Свързани73
РезюмеThe fractional factorial design is an economical experimental strategy that investigates k factors by running only a carefully chosen 1/2^p fraction of the full 2^k factorial experiment. Formalized by George E. P. Box and J. Stuart Hunter in their landmark 1961 Technometrics paper, it exploits the sparsity-of-effects principle — that high-order interactions are typically negligible — to screen many factors with far fewer runs than a complete factorial would require.The Taguchi Method is a robust design methodology developed by Genichi Taguchi, first systematized in his 1987 work, that uses orthogonal arrays to study many control factors in a minimum number of experimental runs while quantifying product or process quality through Signal-to-Noise (S/N) ratios. Its central goal is to design products and processes that are insensitive — or robust — to uncontrollable noise factors such as environmental variation, material inconsistency, or user behavior.
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ScholarGateСравнение на методи: Fractional Factorial Design · Taguchi Method. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare