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최적화 지원 복합-벤켄 설계×최적화 보조 중심 합성 설계×
분야실험설계실험설계
계열Process / pipelineProcess / pipeline
기원 연도1960 (BBD); optimization integration established 1980s–1990s1951 (CCD); optimization coupling formalized 1970s–1990s
창시자Box & Behnken (design); Derringer & Suich (desirability optimization)Box & Wilson (CCD, 1951); optimization integration by Myers, Montgomery & colleagues
유형Experimental design with post-modeling optimizationExperimental design with mathematical optimization
원전Box, G. E. P., & Behnken, D. W. (1960). Some new three level designs for the study of quantitative variables. Technometrics, 2(4), 455–475. DOI ↗Myers, R. H., Montgomery, D. C., & Anderson-Cook, C. M. (2009). Response Surface Methodology: Process and Product Optimization Using Designed Experiments (3rd ed.). Wiley. ISBN: 978-0470174463
별칭BBD with optimization, Box-Behnken design optimization, RSM-BBD optimization, Box-Behnken response optimizationCCD with optimization, optimized CCD, RSM-CCD optimization, central composite design with response optimization
관련53
요약Optimization-assisted Box-Behnken design (BBD) combines the Box-Behnken three-level experimental design with a formal optimization step to locate factor settings that maximize, minimize, or hit a target for one or more responses. BBD fits a second-order response surface model using fewer runs than a full factorial, and the optimization stage — typically via desirability functions or numerical search — then exploits that fitted model to identify the true optimum within the experimental region.Optimization-assisted central composite design (CCD) combines the rotatable, second-order experimental layout of central composite design with mathematical optimization algorithms — typically desirability functions, response surface optimization, or metaheuristics — to find the factor settings that simultaneously maximize, minimize, or hit target values for one or more response variables. It is the most widely applied response-surface optimization workflow in chemical, pharmaceutical, food science, and manufacturing engineering.
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ScholarGate방법 비교: Optimization-assisted Box-Behnken design · Optimization-assisted central composite design. 2026-06-17에 다음에서 검색함: https://scholargate.app/ko/compare