ScholarGate
دستیار

مقایسهٔ روش‌ها

روش‌های انتخابی خود را کنار هم مرور کنید؛ ردیف‌های متفاوت برجسته شده‌اند.

تحلیل حساسیت-روش سطح پاسخ یکپارچه×طراحی ترکیبی مرکزی×
حوزهطراحی آزمایشطراحی آزمایش
خانوادهProcess / pipelineProcess / pipeline
سال پیدایش1990s–2000s (integration practice)1951
پدیدآورBox & Wilson (RSM, 1951); Saltelli et al. (global SA framework, 1990s–2000s)George E. P. Box and K. B. Wilson
نوعHybrid experimental-analytical methodResponse surface experimental design
منبع بنیادینMyers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2016). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (4th ed.). Wiley. ISBN: 978-1118916018Box, G. E. P., & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society: Series B, 13(1), 1–45. DOI ↗
نام‌های دیگرSA-RSM, RSM with sensitivity analysis, sensitivity-augmented RSM, response surface methodology with factor screeningCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
مرتبط53
خلاصهSensitivity analysis-integrated RSM couples a structured experimental design with a formal sensitivity analysis of the fitted response surface model. After estimating a polynomial surrogate from designed experiments, global or local sensitivity indices are computed to quantify each input factor's relative contribution to output variability. This allows practitioners to identify which factors truly drive the response before committing to full optimization, reducing cost and improving the reliability of the final optimum.Central Composite Design (CCD) is a second-order response surface design that allows researchers to efficiently fit a full quadratic model relating multiple continuous input factors to one or more response variables. Introduced by Box and Wilson in 1951, it combines a factorial (or fractional factorial) core, axial (star) points, and center-point replicates into a single unified design, making it the most widely used design for process optimization in engineering, chemistry, and manufacturing.
ScholarGateمجموعه‌داده
  1. v1
  2. 2 منابع
  3. PUBLISHED
  1. v1
  2. 2 منابع
  3. PUBLISHED

رفتن به جست‌وجو دریافت اسلایدها

ScholarGateمقایسهٔ روش‌ها: Sensitivity analysis-integrated response surface methodology · Central Composite Design. بازیابی‌شده در 2026-06-18 از https://scholargate.app/fa/compare