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Metodologi Permukaan Respons Hibrida×Desain Komposit Pusat×
BidangDesain EksperimenDesain Eksperimen
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1990s–2000s (systematic hybrid applications)1951
PencetusBox & Wilson (RSM foundation, 1951); hybrid extensions by various authors from the 1990s onwardGeorge E. P. Box and K. B. Wilson
TipeOptimization methodologyResponse surface experimental design
Sumber perintisMyers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2016). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (4th ed.). Wiley. ISBN: 978-1118916032Box, 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 ↗
AliasHybrid RSM, RSM-hybrid optimization, combined RSM, meta-model hybrid optimizationCCD, Box-Wilson design, central composite response surface design, rotatable central composite design
Terkait53
RingkasanHybrid Response Surface Methodology (Hybrid RSM) couples classical response surface designs — which fit low-order polynomial approximations of a system response — with a secondary optimizer such as a genetic algorithm, particle swarm, or artificial neural network. The combination overcomes RSM's limitation of assuming smooth, near-quadratic response landscapes by letting the surrogate model be explored globally, making it widely used in engineering process optimization, product design, and simulation-based studies.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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ScholarGateBandingkan metode: Hybrid Response Surface Methodology · Central Composite Design. Diakses 2026-06-18 dari https://scholargate.app/id/compare