• 제목/요약/키워드: mixed method

검색결과 5,234건 처리시간 0.034초

The local influence of LIU type estimator in linear mixed model

  • Zhang, Lili;Baek, Jangsun
    • Journal of the Korean Data and Information Science Society
    • /
    • 제26권2호
    • /
    • pp.465-474
    • /
    • 2015
  • In this paper, we study the local influence analysis of LIU type estimator in the linear mixed models. Using the method proposed by Shi (1997), the local influence of LIU type estimator in three disturbance models are investigated respectively. Furthermore, we give the generalized Cook's distance to assess the influence, and illustrate the efficiency of the proposed method by example.

The mixed finite element for quasi-static and dynamic analysis of viscoelastic circular beams

  • Kadioglu, Fethi;Akoz, A. Yalcin
    • Structural Engineering and Mechanics
    • /
    • 제15권6호
    • /
    • pp.735-752
    • /
    • 2003
  • The quasi-static and dynamic responses of a linear viscoelastic circular beam on Winkler foundation are studied numerically by using the mixed finite element method in transformed Laplace-Carson space. This element VCR12 has 12 independent variables. The solution is obtained in transformed space and Schapery, Dubner, Durbin and Maximum Degree of Precision (MDOP) transform techniques are employed for numerical inversion. The performance of the method is presented by several quasi-static and dynamic example problems.

Mixed Effects Kernel Binomial Regression

  • Hwang, Chang-Ha
    • Journal of the Korean Data and Information Science Society
    • /
    • 제19권4호
    • /
    • pp.1327-1334
    • /
    • 2008
  • Mixed effect binomial regression models are widely used for analysis of correlated count data in which the response is the result of a series of one of two possible disjoint outcomes. In this paper, we consider kernel extensions with nonparametric fixed effects and parametric random effects. The estimation is through the penalized likelihood method based on kernel trick, and our focus is on the efficient computation and the effective hyperparameter selection. For the selection of hyperparameters, cross-validation techniques are employed. Examples illustrating usage and features of the proposed method are provided.

  • PDF

준비시간이 있는 혼합모델 조립라인에서 투입순서문제를 위한 탐색적 방법 (Heuristic Method for Sequencing Problem in Mixed Model Assembly Lines with Setup Time)

  • 현철주
    • 대한안전경영과학회:학술대회논문집
    • /
    • 대한안전경영과학회 2008년도 추계학술대회
    • /
    • pp.35-39
    • /
    • 2008
  • This paper considers the sequencing of products in mixed model assembly lines. The sequence which minimizes overall utility work in car assembly lines reduce the cycle time, the number of utility workers, and the risk of conveyor stopping. The sequencing problem is solved using Tabu Search. Tabu Search is a heuristic method which can provide a near optimal solution in real time. Various examples are presented and experimental results are reported to demonstrate the efficiency of the technique.

  • PDF

영역 분할기법을 이용한 포화 다공질매체의 혼합유한요소해석 (The Mixed Finite Element Analysis for Porous Media using Domain Decomposition Method)

  • 이경재;탁문호;강윤식;박대효
    • 한국전산구조공학회논문집
    • /
    • 제23권4호
    • /
    • pp.369-378
    • /
    • 2010
  • 포화된 다공질매체의 수치해석에서는 일반적으로 고체영역과 유체영역을 동시에 고려한 혼합유한요소해석(Mixed Finite Element Analysis)이 쓰인다. 여기서 고체영역과 유체영역에서의 변수를 계산하기 위해서는 직접법(Direct Method) 또는 반복법(Iterative method)을 사용할 수 있으나, 각 구성물질의 상이한 물리적 특성 때문에 수치안정성을 확보하기 위해서는 대부분 스태거드 방법(Staggered method)이 제안된다. 본 논문에서는 수치안정성을 높인 스태거드 방법에서 영역 분할기법 중 하나인 FETI(Finite Element Tearing and Interconnecting)기법을 고체영역에 접목시켜 수치효율성을 증대시키는 방법이 제안되었다. 고체영역에서 라그랑지 승수와 Conjugated Gradient Method를 이용해 영역 분할이 진행되고 MPI(Message Passing Interface) 라이브러리를 사용하여 수치 효율성을 검증하였다.

학습공간에서의 독서 행위 시 조명환경에 따른 이미지평가 연구 (A Study on Image Evaluation consequent on Lighting Environment in time of reading in Learning Space)

  • 이진숙;박지영;서은지
    • 조명전기설비학회논문지
    • /
    • 제29권9호
    • /
    • pp.1-9
    • /
    • 2015
  • The aim of this study is to deduce color temperature and illuminance by conducting the preference & affective evaluation consequent on illuminance change of ambient light in case of the lighting method of ambient light mixed with task light in time of reading which is visual work action among the action in learning space. As a result of the prior survey on preferred lighting method in time of the act of reading targeting 20 experts before doing evaluation, the method of lighting mixed with ambient light and task light was found to be the highest. Such a result is analyzed to be attributable to the fact that the less the difference in illuminance of nearby space and work surface because of the mixed method of lighting, the less the glare, which makes a reader feels easy and concentrate on reading. On the basis of descriptive statistics of evaluation results and impact analysis by category, this study recommends the application of combinations of ambient light illuminance ranging from 40lx to 100lx with color temperature of 5500~6000K in case of the method of lighting mixed with general light and task light.

가중함수법에 의한 기계적 체결부에 존재하는 타원형 모서리균열의 혼합모드 응력확대계수 (Mixed-Mode Stress intensity Factors for Elliptical Corner Cracks in Mechanical Joints by Weight Function Method)

  • 허성필;양원호;김철
    • 대한기계학회논문집A
    • /
    • 제25권4호
    • /
    • pp.703-713
    • /
    • 2001
  • Mechanical joints such as bolted or riveted joints are widely used in structural components and the reliable determination of the stress intensity factors for corner cracks in mechanical joints is needed to evaluate the safety and fatigue life. This paper analyzes the mixed-mode stress intensity factors of surface and deepest points for quarter elliptical corner cracks in mechanical joints by weight function method and the coefficients included in weight function are determined by finite element analyses for reference loadings. The extended form of the weight function method for two-dimensional mixed-mode to three-dimensional is presented and the number of terms in weight function is determined by comparing the results for the different number of terms. The amount of clearance is an important factor in evaluating the severity of elliptical corner cracks in mechanical joints and even horizontal crack normal to the applied load is under mixed-mode in the case that clearance exists.

고성능 사류식 In-line duct fan의 개발을 위한 전산해석 (Numerical analysis for the development of a Mixed-flow In-line duct fan with a high performance)

  • 김성곤;조이상;조진수;원유필
    • 대한기계학회:학술대회논문집
    • /
    • 대한기계학회 2001년도 추계학술대회논문집B
    • /
    • pp.604-609
    • /
    • 2001
  • This numerical analysis uses the lifting surface method and frequency-domain panel method based on the linear compressible aerodynamic theory. Increased knowledge of flow conditions within mixed-flow fan should indicates means of improving performance of these turbomachines. Thus, only an approximate solution is obtained whose prime intent is to recognize the most significant characteristics of the "ideal" geometry. For a given set of operating condition, the flow conditions within mixed-flow fan depend on the geometry of the machine (three-dimensional flow effects) and on the properties of the fluid. But most treatments of the problem have been concerned with the two-dimensional flow effects for incompressible, non-viscous fluids. Interest in the field of mixed-flow fan resulted in the undertaking of a program to develop reliable design procedures that would avoid the need for lengthy development work.

  • PDF

영상신호에서의 복합 잡음 제거를 위한 수정된 적응 MMSE 필터링에 관한 연구 (A Study on the Modified Adaptive MMSE Filtering for Mixed-Noise Elimination in Image Signals)

  • 이재일;김성환
    • 한국음향학회지
    • /
    • 제15권4호
    • /
    • pp.70-76
    • /
    • 1996
  • 영상이 복합잡음으로 오염된 경우, 기존의 MMSE 필터는 임펄스 잡음의 부근에서 최소평균오차의 추정 편이가 발생하여, 이러한 잡음을 적절히 제거하지 못하게 된다. 본 논문에서는, 이러한 잡음제거를 위하여 MMSE 필터의 구조에 방향성에 따른 다중 윈도윙과 차순 필터링 기법을 결합시켜 새로운 필터링 방법을 제안하였다. 결과적으로 정량적인 방법인 NMSE 측정으로 기존의 MMSE 필터보다 9.7-35.2배의 향상된 영상을 얻었고, 시각적인 면과 정량적인 관점에서도 향상된 영상을 얻을 수 있었다.

  • PDF

수두차를 이용한 해저퇴적물 흡입현상의 수치시뮬레이션 (NUMERICAL SIMULATION ON THE FLOW PHENOMENON OF SEDIMENT INHALATION BY DIFFERENCE OF WATER HEAD)

  • 정광열;이영길;정우철;손충렬
    • 한국전산유체공학회:학술대회논문집
    • /
    • 한국전산유체공학회 2005년도 추계 학술대회논문집
    • /
    • pp.213-217
    • /
    • 2005
  • In this study the water including sediment is assumed that the density is different from fresh water. And the phenomenon inhaled by low pressure around the pipe is numerically simulated in two dimension. The simulation is done using finite difference method in rectangular staggered mesh system and Navier-Stokes equations and continuty equation are employed as governing equations. The method of Irregular leg lengths and stars are adopted to satisfy boundary condition of body boundary. Marker-Density method is used to calculate the density of mixed flow. Also SGS turbulence model is applied to consider vortex smaller then grid at high Renolds number. This study is to analyze inhalation phenomenon of mixed flow with sediment and to verify the numerical method for mixed flow. To verify the numerical results are compared with experimental results

  • PDF