• Annual Conference of KIPS
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• 2010.04a
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• pp.856-857
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• 2010

본 논문에서는 계층적 클러스터링을 위한 매개변수에 민감하지 않은 효과적인 데이터 분할 방안을 제안한다. 먼저, 선행 실험을 통하여 기존 방안이 매개 변수에 민감하다는 것을 보인다. 본 논문에 제안하는 방안은 주어진 데이터를 최적의 초기 부분 클러스터의 크기를 결정할 수 있는 측정 함수를 제안하고 제안된 측정 함수를 이용해서 주어진 데이터를 최적의 초기 부분 클러스터들로 분할한다. 또한, 분할된 초기 부분 클러스터들을 병합해서 질이 좋은 최종 클러스터들을 생성한다. 실험을 통하여 제안하는 방안이 기존 방안보다 매개 변수에 민감하지 않는다는 것을 보인다.

• Journal of Korea Water Resources Association
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• v.33 no.3
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• pp.365-374
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• 2000

This paper is to present the determination of the optimal Joss rate parameters and urnt bydrographs from the observed single rainfall-runoff event using optimization models coupled with a stochastic technique for the global solution. Two kinds of the linear program models are formulated to derive the optimal unit hydrographs and loss rate parameters for gaged basins; one mimmizes the summation of the absolute residual between predlCted and observed runoff ordinates and the other, the maximum absolute residuaL Multistart algorithm which is one or stochastic techniques for the global optimum is adopted to perturb the parameters of the loss rate equations. Multistart efficiently searches the feasIble region to identify the global optimlUll for loss rate parameters, which yields the optimal loss rate parameters and unit hydrograph for Kostiakov's, Plulip's, and Horton's equation. The unique unit hydrograph ordinates for a gIven rainfall-runoff event iS exclusrvely obtained WIth $\Phi$ index, but unit hydrograph ordinates depend upon the parameters [or each loss rate equations. The parameters of Green-Ampt's are determined through a trial and error method. In this paper the single rainfall-nmoff event observed from a watershed is considered to test the proposed method. The optimal unit hydrograph herein found has smaller deviations than the ones reported previously by other researchers.

• Proceedings of the Korean Society of Propulsion Engineers Conference
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• 1998.10a
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• pp.19-19
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• 1998

라이너를 포함한 필라멘트 와인딩 복합재 압력용기의 성능향상을 위한 효율적인 구조최적 설계방안을 제시하였다. 이를 위해 온도효과가 고려된 비선형 유한요소법을 이용하여 각 층에서의 응력해석과 파손해석을 수행하였다. 또한 설계변수로 라이너의 두께와 헬리컬 적층두께, 실린더를 따라 변하는 직각 적층두께를 설정하였다. 모든 설계변수들에 대한 강도비 민감도를 유도하였으며 헬리컬 적층두께에 대한 강도비 민감도를 유지하기 위해 측지 등장력 돔설계 방법을 고려하였다. 구조 최적설계결과, 실린더를 따라 직각 적층두께를 최적으로 분포시켜 강성을 효과적으로 배열하였으므로 적층두께를 일정하게 고려한 경우보다 더 경량화 시킬 수 있었다.

• Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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• 2008.04a
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• pp.928-933
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• 2008

본 연구에서는 최적 빔포머 (optimal beamformer)를 이용하여, 높은 지향특성을 갖는 라우드스피커 어레이를 구성하였다. 센서 어레이 시스템에 널리 적용되는 빔포밍 방법은 상반성 (reciprocity)의 원리에 의하여 라우드스피커 시스템에도 적용이 가능하다. 음원의 개수 및 배치 간격과 같은 최적 빔포머의 설계 변수와 지향성과의 관계를 살펴보고, 잡음 증폭을 억제하기 위해 적용되는 안정화 계수 (stability factor)도 유용한 설계 변수로 활용하였다. 또한 라우드스피커 자체가 갖는 지향성과 반사와 산란 등을 고려하여 빔포머를 최적화하는 방법을 제안하였고, 이 방법을 통해 예측치와 실제 시스템과의 차이를 줄였다. 실행 예제로 실제 어레이 시스템을 구성하고, 모의 실험과 실제 측정을 수행하여 성능을 확인하였다.

• The Korean Journal of Applied Statistics
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• v.9 no.1
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• pp.53-73
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• 1996

This paper compares two accelerated life for Weibull distribution. One is the optimum constant stress accelerated life test which minimizes the asymptotic variance of maximum likelihood estimator of a specified quantile at design stress, and the other is corresponding simple step stress test. The models and optimum designs of constant stress and step stress tests are reviewed. Behaviors of asymptotic variances, effects of design parameters to optimum tests, and expected numbers of failures and expected test times of the two tests are investigated. The efficiency of step stress test relative to constant stress test is studied in terms of variance ratio, and robustness to preestimates of design parameters are investigated.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.12 no.11
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• pp.4726-4731
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• 2011

This paper proposed the algorithm to select optimal grinding condition for plunge grinding in the batch production unit. In order to apply to the proposed algorithm, the state variable for plunge grinding process was defined and the optimal grinding condition for each cycle in batch production was decided by genetic algorithm. Based on the optimized grinding condition in each cycle, the optimal grinding condition for whole batch production was selected by dynamic programming. The proposed algorithm was evaluated by computer simulation.

• Journal of the Korean Institute of Intelligent Systems
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• v.7 no.2
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• pp.87-95
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• 1997

This paper presents an optimal design procedure to realize an BSB neural networks by means of the parametrization of solution space and optimization of parameters using evaluation program. In particular, the performance index based on DOA analysis may make an associative memory implementation reach on the level of practical success.

• Proceedings of the Korean Society of Applied Pharmacology
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• 1995.04a
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• pp.131-131
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• 1995

제제설계 및 컴퓨터 최적화기법을 응용하여 고형으로 바뀌는 Gel화 시간이 가장 짧은 기본처방을 구하고, Indomethacin을 주 약물로하여 약물방출에 영향을 줄 수 있는 PVA, PEG 및 Ethanol 을 독립변수로, 약물방출속도를 종속변수로 하여 중심 합성계획법에 따라 실험을 행하여 최적처방을 구한다. 최적처방에 의한 Soft Hydrogel 을 제조하여 약물방출속도 및 Rheometer 에 의한 유동특성을 측정하였다.

• Transactions of the Korean Society of Mechanical Engineers A
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• v.34 no.9
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• pp.1305-1310
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• 2010

In a practical design process, the method of extracting the design space information of the complex system for verifying, improving, and optimizing the design process by taking into account the design variables and their shape tolerance is very important. Finite element analysis has been successfully implemented and integrated with design of experiment such as D-Optimal array; thus, a response surface model and optimization tools have been obtained, and design variables can be optimized by using the model and these tools. Then, to guarantee the robustness of the design variables, a robust design should be additionally performed by taking into account the statistical variation of the shape tolerance of the optimized design variables. In this study, a new approach based on the use of the response surface model is proposed; in this approach, the standard normal distribution of the shape tolerance is considered. By adopting this approach, it is possible to simultaneously optimize variables and perform a robust design. This approach can serve as a means of efficiently modeling the trade-off among many conflicting goals in the applications of finite element analysis. A case study on the robust optimal design of disc brakes under thermal loadings was carried out to solve multiple objective functions and determine the constraints of the design variables, such as a thermal deformation and weight.

• The Korean Journal of Applied Statistics
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• v.11 no.2
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• pp.435-449
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• 1998

In this article we have introduced a Bayes criterion for the variable selection in multiple discriminant analysis (MDA). The criterion is a default Bayes factor for the comparision of homo/heteroscadasticity of the multivariate normal means. The default Bayes factor is obtained from a development of the imaginary training sample method introduced by Spiegelhalter and Smith (1982). Based an the criterion, we also provided a test for additional discrimination in MDA. The advantage of the criterion is that it is not only applicable for the optimal subset selection method but for the stepwise method. More over, the criterion can be reduced to that for two-group discriminant analysis. Thus the criterion can be regarded as an unified alternative to variable selection criteria suggested by various sampling theory approaches. To illustrate the performance of the criterion, a numerical study has bean done via Monte Carlo experiment.