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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제11권 제2호
- 발행연도
- 2009.1
- 수록면
- 637 - 646 (10page)
이용수
초록· 키워드
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This research focuses utilization of the control variates to estimate the gradients of performance with respect to input parameters and apply estimated gradients to stochastic optimization algorithm. The control variate-based method is advantageous in that it uses simulation results of a single design point of input parameters and does not need to describe the logical relationship among performance and perturbations of input parameters. This method is generally applicable across simulation models. Simulation experiments on queuing models show the promising results for application of proposed method. We consider the applications of this research to various simulation models and extension of parameter space as future researches.
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참고문헌 (16)
참고문헌 신청
Andradottir, S / 1990 / A New algorithm for Stochastic Optimization / Proceedings of the 1990 Winter Simulation Conference : 364 ~ 366
Andradottir, S / 1998 / Simulation Optimization, Handbook of Simulation, Principle, Methodology, and Practices / John Wiley & sons : 308 ~ 333
Choi, S. B / 2000 / Sensitivity Analysis in Auto- and Cross- Variogram Estimation / The Journal of Korean Data Analysis Society 2 (1) : 91 ~ 107
Fu, M. C / 2005 / Simulation Optimization: A review, new development, and applications / Proceedings of the 2005 Winter Simulation Conference : 83 ~ 95
Ho, Y. C / 1991 / Perturbation Analysis of Discrete Event Dynamic Systems / Kluwer Academic Publishers
Andradottir, S / 1998 / Simulation Optimization, Handbook of Simulation, Principle, Methodology, and Practices / John Wiley & sons : 308 ~ 333
Choi, S. B / 2000 / Sensitivity Analysis in Auto- and Cross- Variogram Estimation / The Journal of Korean Data Analysis Society 2 (1) : 91 ~ 107
Fu, M. C / 2005 / Simulation Optimization: A review, new development, and applications / Proceedings of the 2005 Winter Simulation Conference : 83 ~ 95
Ho, Y. C / 1991 / Perturbation Analysis of Discrete Event Dynamic Systems / Kluwer Academic Publishers
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