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תכנון מרכזי מורכב רובסטי (Robust Central Composite Design)×תכנון Box-Behnken×
תחוםתכנון ניסוייםתכנון ניסויים
משפחהProcess / pipelineProcess / pipeline
שנת המקור1951 (CCD); robust integration from 1980s–1990s1960
הוגה השיטהGeorge E. P. Box & K. B. Wilson (CCD foundation); robust extension via Taguchi and Myers–Montgomery traditionGeorge E. P. Box and Donald W. Behnken
סוגExperimental design with robust optimizationResponse surface design (incomplete three-level factorial)
מקור מכונןMyers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2009). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (3rd ed.). Wiley. ISBN: 978-0470174463Box, G. E. P., & Behnken, D. W. (1960). Some new three level designs for the study of quantitative variables. Technometrics, 2(4), 455–475. DOI ↗
כינוייםRobust CCD, CCD with robust optimization, robust RSM with CCD, robust response surface CCDBBD, Box-Behnken, Box-Behnken RSM design, three-level incomplete factorial design
קשורות43
תקצירRobust Central Composite Design (Robust CCD) combines the efficient quadratic fitting capability of the central composite design with robust optimization principles to find factor settings that simultaneously achieve a target mean response and minimize the effect of uncontrollable noise factors on response variability. It is widely applied in manufacturing, chemical engineering, and product development when both performance and consistency under real-world variation are critical.The Box-Behnken design (BBD) is an efficient response surface methodology design that fits a full second-order polynomial model using three levels of each factor. Introduced by Box and Behnken in 1960, it places experimental points at the midpoints of the edges of a hypercube and at the center, avoiding the corner points where all factors are simultaneously at their extreme levels. This structure makes BBD particularly attractive when extreme-level combinations are physically impossible, costly, or unsafe to test.
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ScholarGateהשוואת שיטות: Robust Central Composite Design · Box-Behnken Design. אוחזר בתאריך 2026-06-18 מתוך https://scholargate.app/he/compare