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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Dizajni Faktorial i Plotë i Asistuar nga Simulimi×Dizajni Qendror Kompozit×
FushaDizajni eksperimentalDizajni eksperimental
FamiljaProcess / pipelineProcess / pipeline
Viti i origjinës1990s–2000s (simulation-DOE integration formalized)1951
KrijuesiMontgomery (DOE foundations); Kleijnen (simulation DOE formalization)George E. P. Box and K. B. Wilson
LlojiExperimental design with computer simulationResponse surface experimental design
Burimi themeluesMontgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119113478Box, 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 ↗
Emërtime të tjeraSA-FFD, computer simulation full factorial, virtual full factorial design, simulation-based full factorial DOECCD, Box-Wilson design, central composite response surface design, rotatable central composite design
Të lidhura43
PërmbledhjaSimulation-assisted full factorial design integrates full factorial design of experiments (DOE) with computer simulation models — such as discrete-event simulation, finite element analysis, or Monte Carlo methods — to systematically explore every combination of factor levels and quantify their effects on system responses. It enables comprehensive experimentation in contexts where physical trials would be costly, dangerous, or infeasible.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.
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ScholarGateKrahasoni metodat: Simulation-assisted full factorial design · Central Composite Design. Marrë më 2026-06-18 nga https://scholargate.app/sq/compare