Сравнение методов

	Методология анализа поверхности отклика с оптимизацией по функции желательности	Метод надежности первого порядка (FORM)
Область	Инженерия надёжности	Инженерия надёжности
Семейство	Process / pipeline	Process / pipeline
Год появления	1951	1969
Автор метода	George Box and Kenneth Wilson	Allin Cornell
Тип	Optimization methodology	Reliability analysis method
Основополагающий источник	Box, G. E. P., & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society, 13(1), 1-45.	Cornell, C. A. (1969). A probability-based structural code. Journal of the American Concrete Institute, 66(12), 974-985.
Другие названия	RSM, Desirability function, Multi-response optimization	FORM, First-order second-moment method
Связанные	4	4
Сводка	Response Surface Methodology (RSM) is a set of statistical and mathematical techniques for modeling and optimizing processes with multiple inputs (factors) and outputs (responses). The Desirability Function approach, introduced by Harrington (1965) and refined by Derringer and Suich (1980), extends RSM to solve multi-response optimization problems by combining competing objectives into a single index. This methodology is essential in product and process development where engineers must balance performance, cost, and reliability.	The First-Order Reliability Method (FORM) is a probabilistic technique for estimating the probability of structural failure given uncertain input parameters. Developed by Allin Cornell in 1969 and refined by Hasofer and Lind in 1974, FORM provides a computationally efficient approximation to the true failure probability by linearizing the limit-state function at the most probable failure point. It has become the cornerstone of modern structural reliability analysis and risk-based design.