On the experimental attainment of optimum conditions.¶
Box, G. E. P., & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society, Series B (Methodological), 13(1), 1-45.
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Primes¶
- Factorial Design
- 5. The response-surface optimization foundation — factorial designs characterize the response landscape across multiple factors, providing the geometric structure and curvature estimates needed for sequential optimization (steepest ascent, central composite designs, response-surface methods)
This sourcefounds response-surface methodology — using factorial designs to characterize the response landscape and curvature for sequential optimization (steepest ascent, central composite designs) and screen-then-optimize strategies.
- 5. The response-surface optimization foundation — factorial designs characterize the response landscape across multiple factors, providing the geometric structure and curvature estimates needed for sequential optimization (steepest ascent, central composite designs, response-surface methods)
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