方法证据记录
Robust Central Composite Design
Robust 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.
源记录
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Robust Central Composite Design for Response Surface Methodology
分类方法记录 · process-pipeline / experimental-design
- Myers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2009). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (3rd ed.). Wiley. · ISBN 978-0470174463
- Khuri, A. I., & Mukhopadhyay, S. (2010). Response surface methodology. WIREs Computational Statistics, 2(2), 128–149. · DOI 10.1002/wics.73
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