• 제목/요약/키워드: Graphical Model

검색결과 499건 처리시간 0.026초

CONFIDENCE CURVES FOR A FUNCTION OF PARAMETERS IN NONLINEAR REGRESSION

  • Kahng, Myung-Wook
    • Journal of the Korean Statistical Society
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    • 제32권1호
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    • pp.1-10
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    • 2003
  • We consider obtaining graphical summaries of uncertainty in estimates of parameters in nonlinear models. A nonlinear constrained optimization algorithm is developed for likelihood based confidence intervals for the functions of parameters in the model The results are applied to the problem of finding significance levels in nonlinear models.

UML 다이아그램간의 일관성과 완전성을 위한 검증 규칙 생성에 관한 연구 (The Study on the Generation of Verifying Rules for Consistency and Completeness of the Unified Modeling Language Diagrams)

  • 김재웅;김진수;김치수;황선명
    • 한국멀티미디어학회논문지
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    • 제3권3호
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    • pp.290-297
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    • 2000
  • 객체지향 설계에 많이 사용되고 있는 UML의 일부 다이아그램들의 일관성과 완전성을 검증하기 위하여 UML다이아그램들을 분석하여 ER모델에 적용하고, 일련의 집합과 함수들을 사용하여 정형적으로 명세한 다음 이러한 함수들의 의미에 따라 UML 다이아그램들의 일관성과 완전성을 보장하는 일련의 규칙들을 유도한다. 이러한 규칙들은 추후에 다이아그램을 생성하는 능력과 일관성과 완전성을 검사하는 능력을 함에 가진 CASE 도구에 포함될 수 있다.

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혼합물 실험계획에서 실험점의 확장, 결측치, 이상치의 영향을 평가할 수 있는 그래픽 방법 (A graphical method for evaluating the effect of design augmentation, missing observation, and outlier in mixture experiments)

  • 장대흥;박상현
    • 품질경영학회지
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    • 제24권4호
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    • pp.156-167
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    • 1996
  • D-optimality is used often in design augmentation of mixture experiments. Although such alphabetic criteria provide a valuable foundation for generating designs, they often fail to convey the true nature of the design's support of the fitted model in terms of prediction variance over a region of interest. Thus, a graphical method is proposed to evaluate augmented designs in mixture experiments. This method can be used to evaluate the effect of missing observation and outlier in mixture experiments.

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관계형데이타베이스와 그래픽사용자 인터페이스를 이용한 설계시스템의 통합화 (Integration of multi-functional system using relational database and graphical user interface)

  • 이종갑;서승완;김준호
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1994년도 춘계공동학술대회논문집; 창원대학교; 08월 09일 Apr. 1994
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    • pp.519-526
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    • 1994
  • In the large and multifunctional engineering system, the heterogeneous computer system situation is inevitable. Accordingly a lot of integration efforts are being made to comply with the industrial requirement of productivity. In this paper, a practical concept of integration is introduced through the development of a prototype system for ship outfitting design which is a typical example of large/multi-functional application system. On the development of the prototype system, three points are considered as a practical concept-which are integration of database, integration of application programs, and system-user interface. The relation model based commercial database management system(RDBMS) is used to build the project integrated database, and the graphical user interface tool(OSF/Motif) on X-window system is used for the integration of application programs and the user interface.

송전선 보호용 차동전류 계전기의 동작원리에 대한 그래픽 표현 (Graphical Modeling for Operational Scheme of Current Differential Relay for Transmission Line Protection)

  • 이종범
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 하계학술대회 논문집 C
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    • pp.1407-1409
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    • 1999
  • Distance relay is being used for transmission line protection. Recently, current differential relay is used with high reliability in power system. This kind of relay is reported that it has a reliable detection ability, even so high impedance faults take place in transmission line. Therefore it is expected to use and expand widely in many utilities. Tripping of the relay is decided according to the difference between differential and restraint current. However the tripping criterion can be changed by the manufacturers. This paper presents an operational scheme of current differential relay for transmission line protection with graphical model. It is developed for educational purpose for students interesting in power system and protection engineer in utility. MATLAB is used to establish the models.

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Stochastic analysis of a non-identical two-unit parallel system with common-cause failure, critical human error, non-critical human error, preventive maintenance and two type of repair

  • El-Sherbeny, M.S.
    • International Journal of Reliability and Applications
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    • 제11권2호
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    • pp.123-138
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    • 2010
  • This paper investigates a mathematical model of a system composed of two non-identical unit parallel system with common-cause failure, critical human error, non-critical human error, preventive maintenance and two type of repair, i.e. cheaper and costlier. This system goes for preventive maintenance at random epochs. We assume that the failure, repair and maintenance times are independent random variables. The failure rates, repair rates and preventive maintenance rate are constant for each unit. The system is analyzed by using the graphical evaluation and review technique (GERT) to obtain various related measures and we study the effect of the preventive maintenance preventive maintenance on the system performance. Certain important results have been derived as special cases. The plots for the mean time to system failure and the steady-state availability A(${\infty}$) of the system are drawn for different parametric values.

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일반화선형모형에서 선형성의 타당성을 진단하는 그래프 (A Graphical Method of Checking the Adequacy of Linear Systematic Component in Generalized Linear Models)

  • 김지현
    • Communications for Statistical Applications and Methods
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    • 제15권1호
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    • pp.27-41
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    • 2008
  • 그림으로 일반화 선형모형의 적합성을 진단하는 방법을 제안한다. 이 그림은 일반화 선형모형에서 연결함수를 설명변수들의 선형결합으로 표현할 수 있다는 가정을 진단할 때 유용하다. 이 그림에서 연결함수와 설명변수들의 관계를 비모수적으로 추정하는 작업이 필요한데, 이를 위해 여러 가능한 기법중에서 부스팅 기법을 적용하였다. 정규분포와 이항분포 자료로 모의실험을 실시하여 새로이 제안한 진단그림의 효과성을 보였다. 그리고 진단그림의 한계와 기술적 세부사항들을 설명하였다.

실시간 다물체 차량동역학 소프트웨어 개발 Part II: Matlab GUI와 VR Toolbox를 이용한 전후처리 프로그램 (Development of Real-time Multibody Vehicle Dynamics Software Part II: Preprocessor and Postprocessor Using MATLAB GUI and VR Toolbox)

  • 하경남;정완희;김성수;정도현;탁태오
    • 한국자동차공학회논문집
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    • 제17권1호
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    • pp.169-175
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    • 2009
  • Real-time multibody vehicle dynamics software has been developed for virtual handling tests. The software can be utilized for HILS(Hardware In the Loop Simulations) and consists of three modules such as a graphical vehicle modeling preprocessor, a real time dynamics solver, and a virtual reality graphic postprocessor for virtual handling tests. In the graphical vehicle modeling preprocessor, vehicle hard point data for a suspension model are automatically converted into multibody vehicle model. In the real time dynamics solver, the efficient subsystem synthesis method is used to create multibody equations of motion for a subsystem by a subsystem. In the virtual reality graphic postprocessor, an animator has been also developed by using Matlab Virtual Reality Toolbox for virtual handling tests.

Assessing the Accuracy of Outlier Tests in Nonlinear Regression

  • Kahng, Myung-Wook;Kim, Bu-Yang
    • Communications for Statistical Applications and Methods
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    • 제16권1호
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    • pp.163-168
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    • 2009
  • Given the specific mean shift outlier model, the standard approaches to obtaining test statistics for outliers are discussed. Accuracy of outlier tests is investigated using subset curvatures. These subset curvatures appear to be reliable indicators of the adequacy of the linearization based test. Also, we consider obtaining graphical summaries of uncertainty in estimating parameters through confidence curves. The results are applied to the problem of assessing the accuracy of outlier tests.

AJFCode: An Approach for Full Aspect-Oriented Code Generation from Reusable Aspect Models

  • Mehmood, Abid;Jawawi, Dayang N.A.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권6호
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    • pp.1973-1993
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    • 2022
  • Model-driven engineering (MDE) and aspect-oriented software development (AOSD) contribute to the common goal of development of high-quality code in reduced time. To complement each approach with the benefits of the other, various methods of integration of the two approaches were proposed in the past. Aspect-oriented code generation, which targets obtaining aspect-oriented code directly from aspect models, offers some unique advantages over the other integration approaches. However, the existing aspect-oriented code generation approaches do not comprehensively address all aspects of a model-driven code generation system, such as a textual representation of graphical models, conceptual mapping, and incorporation of behavioral diagrams. These problems limit the worth of generated code, especially in practical use. Here, we propose AJFCode, an approach for aspect-oriented model-driven code generation, which comprehensively addresses the various aspects including the graphical models and their text-based representation, mapping between visual model elements and code, and the behavioral code generation. Experiments are conducted to compare the maintainability and reusability characteristics of the aspect-oriented code generated using the AJFCode with the most comprehensive object-oriented code generation approach. AJFCode performs well in terms of all metrics related to maintainability and reusability of code. However, the most significant improvement is noticed in the separation of concerns, coupling, and cohesion. For instance, AJFCode yields significant improvement in concern diffusion over operations (19 vs 51), coupling between components (0 vs 6), and lack of cohesion in operations (5 vs 9) for one of the experimented concerns.