| 축차적 반응표면 분석을 통한 M&S 메타모형 구축에 관한 사례 연구 |
| 김상익1, 김용대2, 임용빈3, 김정은4 |
1건국대학교 응용통계학과
2서울대학교 통계학과
3이화여자대학교 통계학과
4한국국방연구원 |
| A Case Study for Finding an Efficient M&S Meta Model through Sequential Response Surface Methodology |
| Sang-Ik Kim1, Yong-Dai Kim2, Yong-Bin Lim3, Jeong-Eun Kim4 |
1Department of Applied Statistics, Konkuk University
2Department of Statistics, Seoul National University
3Department of Statistics, Ewha Womans University
4Korea Institute for Defense Analyses |
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| ABSTRACT |
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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. |
| Key Words:
Meta Model;M&S Meta Model;Computer Experiments;Sequential Strategy;Response Surface Methodology; |
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