축차적 반응표면 분석을 통한 M&S 메타모형 구축에 관한 사례 연구
A Case Study for Finding an Efficient M&S Meta Model through Sequential Response Surface Methodology
김상익(건국대학교); 김용대(서울대학교); 임용빈(이화여자대학교); 최기헌(덕성여자대학교); 김정은(한국국방연구원)
40권 1호, 49~59쪽
초록
In computer simulation models the output from the computer code is often deterministic, i.e., running the code twice with the same values for the input variables would give the same output. It is discussed why the response surface method with polynomial approximation for the true response function is a good approximation to the computer experiments model. A sequential strategy to find the proper reduced quadratic polynomial model is illustrated with a case study in the military war game computer simulation model.
Abstract
In computer simulation models the output from the computer code is often deterministic, i.e., running the code twice with the same values for the input variables would give the same output. It is discussed why the response surface method with polynomial approximation for the true response function is a good approximation to the computer experiments model. A sequential strategy to find the proper reduced quadratic polynomial model is illustrated with a case study in the military war game computer simulation model.
- 발행기관:
- 한국품질경영학회
- 분류:
- 학제간연구