• 제목/요약/키워드: Distribution principle

검색결과 723건 처리시간 0.023초

Modified inverse moment estimation: its principle and applications

  • Gui, Wenhao
    • Communications for Statistical Applications and Methods
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    • 제23권6호
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    • pp.479-496
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    • 2016
  • In this survey, we present a modified inverse moment estimation of parameters and its applications. We use a specific model to demonstrate its principle and how to apply this method in practice. The estimation of unknown parameters is considered. A necessary and sufficient condition for the existence and uniqueness of maximum-likelihood estimates of the parameters is obtained for the classical maximum likelihood estimation. Inverse moment and modified inverse moment estimators are proposed and their properties are studied. Monte Carlo simulations are conducted to compare the performances of these estimators. As far as the biases and mean squared errors are concerned, modified inverse moment estimator works the best in all cases considered for estimating the unknown parameters. Its performance is followed by inverse moment estimator and maximum likelihood estimator, especially for small sample sizes.

Thermal vibration analysis of FGM beams using an efficient shear deformation beam theory

  • Safa, Abdelkader;Hadji, Lazreg;Bourada, Mohamed;Zouatnia, Nafissa
    • Earthquakes and Structures
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    • 제17권3호
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    • pp.329-336
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    • 2019
  • An efficient shear deformation beam theory is developed for thermo-elastic vibration of FGM beams. The theory accounts for parabolic distribution of the transverse shear strains and satisfies the zero traction boundary conditions on the on the surfaces of the beam without using shear correction factors. The material properties of the FGM beam are assumed to be temperature dependent, and change gradually in the thickness direction. Three cases of temperature distribution in the form of uniformity, linearity, and nonlinearity are considered through the beam thickness. Based on the present refined beam theory, the equations of motion are derived from Hamilton's principle. The closed-form solutions of functionally graded beams are obtained using Navier solution. Numerical results are presented to investigate the effects of temperature distributions, material parameters, thermal moments and slenderness ratios on the natural frequencies. The accuracy of the present solutions is verified by comparing the obtained results with the existing solutions.

주성분분석을 이용한 소프트웨어 개발노력 추정능력 향상 (Improving Estimation Ability of Software Development Effort Using Principle Component Analysis)

  • 이상운
    • 정보처리학회논문지D
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    • 제9D권1호
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    • pp.75-80
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    • 2002
  • Putnam은 소프트웨어 프로젝트에 참여하는 인력이 Rayleigh 분포를 따르는 SLIM 모델을 제시하였다. 이 모델에서 인력분포를 얻기 위해서는 총 개발노력과 개발 난이도를 추정해야 한다. 프로젝트 개발에 참여할 것인지 여부를 결정하기 위해서는 소프트웨어 생명주기의 초기단계에서 이 모수들을 보다 적확히 추정하는 것이 필요하다. Putnam은 시스템 속성들 중 강한 상관관계가 있는 변량을 제거하고 나머지 변량들만으로 총 개발노력과 개발 난이도를 추정하였다. 그러나 통계적 방법에 따라 변량들이 다르게 선택되며 모델의 성능에 차이가 발생한다. 본 논문은 Putnam 방법 대신 주성분분석을 이용하여 최적의 시스템 속성을 선택하였다. 모델의 성능분석 결과 주성분분석 방법이 Putnam의 방법보다 9.85% 성능향상을 보였다. 또한, 제안된 모델은 단순하고 쉽게 구현할 수 있다.

우주(宇宙) 상업활동(商業活動) 규율(規律)에 있어서의 우주법(宇宙法)의 발전적(發展的) 위상(位相) (Developments in Space Law in regulating commercial space activities)

  • 신홍균
    • 항공우주정책ㆍ법학회지
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    • 제3권
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    • pp.233-258
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    • 1991
  • This paper examines current developing status of space law as defined in terms of its unique principle that "the utilization of outer space for all mankind's interest". As commercialization of space activities has brought about heated debate on its legitimacy with respect to that principle, space law has come to witness a dual situation. One is the realization of that principle in establishing commercial space activities system where all mankind's interest is respected through the non-discriminatory distribution mode of space benefit. In satellite telecommunication system, the INTELSAT Organization assures its public service policy while protecting itself against a competition from separate systems. For remote sensing, commercialization of LANDSAT Systems promoted since 1984 seems not to affect present non-discriminatory distribution of data and information obtained. On the other hand, active participation of private entity aiming at commercial profit enables national government to manage more effective control and supervision of those activities with a view to promoting national interests. Also, newly developed private rules and regulations are emerging in business relations about commercial space activities. Extended capacity of national government assuring its national interest in production and distribution of international resources that is outer space, and regulation of space activities by newly developed rules and customs provoke a concern about a identity problem of space law. The best way to summarize this perspective might consist in saying that non space law regulations, which are not assumed as aiming at the promotion of all mankind's interest, are confirming their role about space related activities. For those reasous, we are now facing a developing status of space law as developments of commercial space activities continues.

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Active Shape 모델과 Gaussian Mixture 모델을 이용한 입술 인식 ((Lip Recognition Using Active Shape Model and Gaussian Mixture Model))

  • 장경식;이임건
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제30권5_6호
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    • pp.454-460
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    • 2003
  • 이 논문은 입술의 형태를 효과적으로 인식하는 방법을 제안하였다. 입술은 PDM(Point Distribution Model)을 기반으로 점들의 집합으로 표현하였다. 주성분 분석법을 적용하여 입술 모델을 구하고 모델에서 사용하는 형태계수의 분포를 GMM(Gaussian Mixture Model)을 이용하여 구하였다. 이 과정에서 계수를 정하기 위하여 EM(Expectation Maximization) 알고리듬을 사용하였다. 입술 경계선 모델은 입술을 구성하는 각 점과 주변 영역에서의 화소간 변화를 이용하여 구성하였으며 입술 탐색시 사용되었다. 여러 영상을 대상으로 실험한 결과 좋은 결과를 얻었다.

수동형 셀프-베어링 스텝모터의 설계 및 성능해석 (Design and Analysis of a Passive-type Self-bearing Step Motor)

  • 곽호성;최동훈;김승종
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2006년도 춘계학술대회논문집
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    • pp.415-420
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    • 2006
  • This paper introduces a new self-bearing motor which combines a homopolar step motor and a passive magnetic bearing. Compared with conventional self-bearing motors which are mostly based on the theory of active magnetic bearings and therefore have some difficulties in design of the complicated flux distribution and control of the levitation force and the torque independently, the proposed self-bearing motor has a very simple and novel structure and operating principle. for the levitation, it works just like passive magnetic bearings which use the repulsive force between permanent magnets. On the other hand, its rotation principle is quite similar to that of a conventional homopolar step motor. In this paper, we introduce the basic structure and the operating principle in detail, and show some results of FEM analysis to predict the performance of the proposed self-bearing motor and further, to get the optimal design parameters.

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Variational approximate for high order bending analysis of laminated composite plates

  • Madenci, Emrah;Ozutok, Atilla
    • Structural Engineering and Mechanics
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    • 제73권1호
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    • pp.97-108
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    • 2020
  • This study presents a 4 node, 11 DOF/node plate element based on higher order shear deformation theory for lamina composite plates. The theory accounts for parabolic distribution of the transverse shear strain through the thickness of the plate. Differential field equations of composite plates are obtained from energy methods using virtual work principle. Differential field equations of composite plates are obtained from energy methods using virtual work principle. These equations were transformed into the operator form and then transformed into functions with geometric and dynamic boundary conditions with the help of the Gâteaux differential method, after determining that they provide the potential condition. Boundary conditions were determined by performing variational operations. By using the mixed finite element method, plate element named HOPLT44 was developed. After coding in FORTRAN computer program, finite element matrices were transformed into system matrices and various analyzes were performed. The current results are verified with those results obtained in the previous work and the new results are presented in tables and graphs.

바이모달 이산정보에 대한 신뢰성해석 기법 비교 (Comparative Study of Reliability Analysis Methods for Discrete Bimodal Information)

  • 임우철;장준용;이태희
    • 대한기계학회논문집A
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    • 제37권7호
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    • pp.883-889
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    • 2013
  • 응답의 분포는 변수의 분포에 따라 달라진다. 특히 변수의 분포가 두 개 이상의 모드를 가질 때, 대부분 응답의 분포 또한 두 개 이상의 모드를 갖는다. 이런 문제에 대해 기존의 신뢰성해석 기법은 변수를 하나의 모드를 갖는 특정 연속확률분포로 가정하고 신뢰성해석을 수행한다. 하지만 실제 문제에서 변수들은 이산정보이면서 두 개 이상의 모드를 갖는 경우가 많기 때문에 변수의 분포에 대한 가정을 하지 않고 두 개 이상의 모드를 고려한 신뢰성해석을 수행하는 것은 매우 중요하다. 본 연구에서는 두 개 이상의 모드를 갖는 분포를 추정할 수 있는 기법인 아카이케정보척도와 최대엔트로피법칙을 이용하여 신뢰성해석을 수행한다. 수학예제를 통해 두 기법의 특징을 파악하고 몬테카를로 시뮬레이션의 결과와 비교하여 정확도를 검증한다.

DEM을 이용한 아스팔트 혼합물의 열전도 예측 (Heat Transfer Analysis of Cylindrical Asphalt Specimen using DEM)

  • 윤태영
    • 한국도로학회논문집
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    • 제19권4호
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    • pp.37-44
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    • 2017
  • PURPOSES : Conductive and convective heat transfer simulations for an asphalt mixture were made by using discrete element method (DEM) and similarity principle. METHODS : In this research, virtual specimens composed of discrete element method particles were generated according to four different predetermined particle size distribution curves. Temperature variations of the four different particles for a given condition were estimated and were compared with measurements and analytical solutions. RESULTS : The virtual specimen with mixed particles and with the smallest particle show very good agreement with laboratory test results and analytical solutions. As particle size decreases, better heat transfer simulation can be performed due to smaller void ratio and more contact points and areas. In addition, by utilizing the similarity principle of thermal properties and corresponding time unit, analytical time can be drastically reduced. CONCLUSIONS : It is concluded that the DEM asphalt mixture specimens with similarity principle could be used to predict the temperature variation for a given condition. It is observed that the void ratio has critical effect on prediction of temperature variation. Comparing the prediction for a 4 mm particle specimen with a mixed particle specimen, it is also concluded that predicting the mixed particle specimen temperature is much more efficient considering the number of particles that are directly associated with computational time in DEM analysis.

동씨침법(董氏鍼法)의 의의(意義)와 임상적(臨床的) 응용(應用) (Study on Practical Use and Historical Development of Dongssi' Acupuncture Therapy)

  • 박유리;강백규;김호겸;변지환;송정호;정종율;장진요;황재호;조명수;김경식;손인철
    • Korean Journal of Acupuncture
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    • 제19권2호
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    • pp.119-131
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    • 2002
  • In this paper, we studied Dongssi' acupuncture therapy via the consideration of development process of Oriental medicine in history. We investigated the distribution chart and naming of Dongssi' acupuncture point in human body, artificial selection principle of Dongssi' acupuncture point to therapy (選穴原則) on the various diseases, the therapy of pyo-bon (標本理論) and the therapy of Geun-Gyeal (根結理論) and compared GeoZa-principle (巨刺法) and MuZa-principle (繆刺法) with artificial selection principle of Dongssi' acupuncture point. And we also studied the acupuncture therapy of DongGi (動氣鍼法), DoMa (倒馬鍼法) and SaeIn (索引鍼法), which is the unique principle in Dongssi' acupuncture theraphy, to consider with the other Oriental medicine theory which is the theory of ZangSang (臟象學說) and BiWi (脾胃學說) etc. Our desire in this study is the giving aid to treatment diseases with the acupuncture therapy in Oriental medicine.

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