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Metodologija površine odziva potpomognuta simulacijom×Planiranje eksperimenata×
OblastEksperimentalni dizajnEksperimentalni dizajn
PorodicaProcess / pipelineProcess / pipeline
Godina nastanka1951 (RSM); simulation integration widely adopted from 1980s onward1935
TvoracBox & Wilson (RSM foundation); Kleijnen and others for simulation-based extensionsRonald A. Fisher
TipExperimental optimization methodExperimental planning framework
Temeljni izvorMyers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2016). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (4th ed.). Wiley. ISBN: 978-1118916025Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗
Drugi naziviSA-RSM, simulation-based RSM, computer simulation RSM, metamodel-assisted RSMDOE, experimental design, factorial experimentation, planned experimentation
Srodne63
SažetakSimulation-assisted response surface methodology (SA-RSM) combines computer simulation models — such as finite element analysis, computational fluid dynamics, or discrete-event simulation — with the statistical framework of response surface methodology to efficiently map, model, and optimize system responses. Instead of running physical experiments, the researcher executes simulation runs at design points prescribed by an RSM design, fits a polynomial metamodel (surrogate) to the simulation outputs, and uses that metamodel to locate optimal factor settings.Design of Experiments (DOE) is a systematic framework for planning, conducting, and analyzing controlled experiments to determine how multiple input factors simultaneously affect one or more responses. Introduced by Ronald A. Fisher in 1935, DOE allows researchers and engineers to identify causal relationships, quantify factor effects, and find optimal settings efficiently — using far fewer runs than one-factor-at-a-time approaches. It is foundational in engineering, manufacturing, agriculture, and applied sciences.
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ScholarGateUporedite metode: Simulation-assisted response surface methodology · Design of experiments. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare