• Title/Summary/Keyword: 분산 방법

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Nonparametric Detection of a Discontinuity Point in the Variance Function with the Second Moment Function

  • Huh, Jib
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.3
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    • pp.591-601
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    • 2005
  • In this paper we consider detection of a discontinuity point in the variance function. When the mean function is discontinuous at a point, the variance function is usually discontinuous at the point. In this case, we had better estimate the location of the discontinuity point with the mean function rather than the variance function. On the other hand, the variance function only has a discontinuity point. The target function in order to estimate the location can be used the second moment function since the variance function and the second moment function have the same location and jump size of the discontinuity point. We propose a nonparametric detection method of the discontinuity point with the second moment function. We give the asymptotic results of these estimators. Computer simulation demonstrates the improved performance of the method over the existing ones.

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Structural Construction of MVC Applications using Distributed Object Composer (분산 객체 조립기를 이용한 MVC 응용의 구성적 작성)

  • Eum, Du-Heon
    • Journal of KIISE:Software and Applications
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    • v.26 no.11
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    • pp.1298-1305
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    • 1999
  • 네트워크 및 분산 처리 기술의 발달로 분산 환경에서 동작하는 응용 프로그램에 대한 생산성 향상이 요구되고 있다. 본 논문에서는 MVC(Model, View, Controller) 패턴을 기반으로 하는 분산 응용 프로그램의 생산성 향상을 위해, 조립식 분산 응용의 작성을 지원하는 분산 객체 조립기, DOC(Distributed Object Composer)를 소개한다. 분산 객체 조립성의 기반이 되는 DOC의 구성적{{) '전체'를 창조해 내기 위해 여러 요소들을 결합, 배치하여 하나의 예술작품을 성립시키는 방법. 모아서 조립한다는 의미.}} 인터페이스(Structural Interface)는 기존 객체지향 기술의 절차적 인터페이스(Procedural Interface)에 비해 콤포넌트 재사용성을 개선하고, 분산 응용의 신속한 개발을 지원하여, 소프트웨어의 생산성 및 확장성을 향상시킨다. 또한, DOC 방식으로 모델링하고 구현한 공급망 관리(Supply Chain Management: SCM) 응용 프로그램의 조립식 작성을 통해, DOC의 실시간 정보 처리 및 조립 기능을 보인다.DOC는 이질적인 통신 환경에서 클라이언트와 서버 객체간의 네트워크 투과성을 제공하는 미들웨어, CORBA를 기반으로 한다. 또한, 분산 객체들 간의 상호작용을 자동 처리하기 위해 Java의 관찰자/피관찰자(Observer/Observable)를 확장한 분산 관찰자/피관찰자 패턴을 정의하여 DOC와, 서버 및 클라이언트의 분산 응용 객체들을 정의하기 위한 인터페이스에 적용한다.Abstract Due to the availability of advances in network and distributed processing technologies, the enhanced productivity of application software that runs on distributed environment is demanded. In this paper, we introduce the Distributed Object Composer (DOC) that supports the structural composition of distributed applications for the enhanced productivity of MVC (Model, View, Controller) pattern-based application programs. The structural interface of DOC that is the basis for the composibility of distributed objects increases the reusability of software components and provides better software productivity and extendibility than the procedural interface of the traditional object-oriented technology by supporting rapid constructions of distributed applications. In this paper, we also discuss the real-time information processing and composibility features of DOC by applying the DOC mechanism to the Supply Chain Management (SCM) application.DOC is implemented using the CORBA middleware that supports the network transparency between client and server objects on heterogeneous communication environments. We apply the distributed Observer/Observable pattern that extends the Observer/Obseverable of Java to DOC itself and distributed client/server objects as their interface definitions for the automatic interactions of distributed objects.

On principal component analysis for interval-valued data (구간형 자료의 주성분 분석에 관한 연구)

  • Choi, Soojin;Kang, Kee-Hoon
    • The Korean Journal of Applied Statistics
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    • v.33 no.1
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    • pp.61-74
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    • 2020
  • Interval-valued data, one type of symbolic data, are observed in the form of intervals rather than single values. Each interval-valued observation has an internal variation. Principal component analysis reduces the dimension of data by maximizing the variance of data. Therefore, the principal component analysis of the interval-valued data should account for the variance between observations as well as the variation within the observed intervals. In this paper, three principal component analysis methods for interval-valued data are summarized. In addition, a new method using a truncated normal distribution has been proposed instead of a uniform distribution in the conventional quantile method, because we believe think there is more information near the center point of the interval. Each method is compared using simulations and the relevant data set from the OECD. In the case of the quantile method, we draw a scatter plot of the principal component, and then identify the position and distribution of the quantiles by the arrow line representation method.

A Proposal for Protocol Conformance Testing Method using Idle Virtual Channel (유휴 가상 채널을 이용한 ATM프로토콜 적합성 시험 방법 제안)

  • Hong, Beom-Kee;Jung, Yoon-Hee;Oh, Chang-Seok;Lee, Joon-Won
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.11
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    • pp.2832-2839
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    • 1997
  • In this paper, a testing architecture and procedure that an idle ATM virtual channel can be utilized for TCP channel is proposed. Four kinds or methodologies for protocol conformance testing have been standardized in ISO. Remote testing method used popularly have some disadvantages that developer must operate system manually in case of System Under Test (SUT) active testing and we cannot control and observe Implementation Under Test (IUT) often. It is proper to adopt distribute testing method than remote test in order to maximize test coverage and optimize fault coverage for conformance testing in ATM systems, and it is required that TCP channel is prepared for distribute testing method. The proposed architecture can adopt distributed testing method without extra physical channel for testing control. Also we can maximize the test coverage and implement the automation of testing without intervention of operator sustaining normal operation of ATM equipment.

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Mean Estimation in Two-phase Sampling (이중추출에서 모평균 추정)

  • 김규성;김진석;이선순
    • The Korean Journal of Applied Statistics
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    • v.14 no.1
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    • pp.13-24
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    • 2001
  • In this paper, we investigated mean estimation methods in two-phase sampling. Under the fixed expected cost we reviewed the optimal sample sizes, minimum variances and approximate unbiased variance estimators for usual ratio estimator, stratified sample mean with proportional allocation and Rao's allocation of the second phase sample. Also we proposed combined ratio estimator, which uses both ratio estimation and stratification and derived optimal sample size, minimum variance and unbiased variance estimator. Through a limited simulation study, we compared estimators by design effects and came to know that ratio estimator is more efficient than stratified sample mean in some cases and inefficient in the other cases, but combined ratio estimator is more efficient than others in most cases.

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Dispersion Modeling Methodology for Hazardous/Toxic Gas Releases from Chemical Plant Facilities (화학장치설비의 유해독성가스 누출에 대한 분산모델링 방법론)

  • Song Duk-Man
    • Journal of the Korean Institute of Gas
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    • v.1 no.1
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    • pp.73-80
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    • 1997
  • This study was performed to develop the dispersion modeling methodology for quantitative prediction of the hazard distance or toxic buffer distance by comparing 10-min average, 30-min average, and 1-hr average maximum ground-level concentration with $Cl_2$ regultaion concentration, IDLH and ERPG-3 concentration for hazardous toxic gas, $Cl_2$ releases from the storage tank of the chemical plant facilities. For this dispersion modeling, the source term model, dispersion model, meteorological and topographical data are incorporated into the SuperChems model, and then the effects of the atmospheric stability, wind speed, and surface roughness length changes on the maxum ground-level concentration were estimated.

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An Analysis and Countermeasure for the Neutral Line of the Overcurrent Phenomena when Ground Faults of distribution system interconnected with distributed Generations (분산전원 연계선로에서 지락 고장시 중성선의 과전류 해석 및 대책)

  • Shin, Dong-Yeol;Joung, Jong-Man;Shin, Chang-Hoon;Kim, Dong-Myung
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.500_502
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    • 2009
  • 한전의 분산전원 연계규정에 따르면 수전고객은 변압기 결선이 ${\triangle}-Yg$ 주로 사용되나 분산전원 연계선로는 변압기 결선이 $Yg-{\triangle}$ 형태로 연계되어 있다. 전원계통 고장시 ${\triangle}-Yg$ 결선 방식은 역조류가 발생되지 않으나, $Yg-{\triangle}$ 결선방식은 중성선을 통해 최대 2000[A]까지 역으로 고장전류를 공급한다[1]. 이때 보호계전기 오동작뿐만 아니라 연계용변압기, 케이블 등 설비보호를 위해서는 고장전류의 크기를 반드시 제한해야 된다. 본 논문은 연계용변압기에 의해서 공급되는 중성선의 과전류 현상을 해석하고, 이론적으로 해석된 결과를 PSCAD/EMTDC로 검증하였으며 고장전류의 크기를 저감하기 위해 NGR 저항 값을 조절하면서 고장전류의 크기를 시뮬레이션 하였다. 분산전원 연계선로에서 영상분 고장전류의 크기를 저감하는 방법으로 연계용 변압기($Yg-{\triangle}$) 1차 측에 중성선에 NGR(Neutral Grounding Reactor; 중성점 접지리액터)을 설치해야 하며 영상임피던스를 조절하는 방법을 제시하였다.

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A Checkpointing and Error Recovery Algorithm Based on 2-Phase Commit Protocol for Distributed Transaction (분산 트랜잭션 처리 시스템에서 2-단계 확인 프로토콜을 근거로 하는 검사점 설정 및 오류 복구 알고리즘)

  • Park, Yun-Yong;Jeon, Seong-Ik;Jo, Ju-Hyeon
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.2
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    • pp.327-338
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    • 1996
  • In this paper, we present a new checkpointing algorithm to preserve the consistency of resources in distributed transaction processing systems, and the error recovery algorithms to recover form the failure. In comparison with the existed algorithms, the checkpointing algorithm proposed in this paper can minimize the interference of the distributed transaction and the stroage cost during checkpointing, and does not need the extra message to make th checkpoint. Also we show that the error recovery algorithms prevent the distributed transaction with a partial fault from spreading the fault, which calls domnio-effect and prevent them from restarting cyclically. And we describe the correctness and the performane of the proposed algorithms.

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Distributed Load Flow Algorithm for Power Distribution System under Strategic Business Unit (독립사업부제를 대비한 분산형 배전용 조류계산 알고리즘)

  • Kim, D.H.;Norbekov, Nodir;Lee, H.C.;Yoon, Y.T.;Lee, S.S.;Lee, S.K.
    • Proceedings of the KIEE Conference
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    • 2006.11a
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    • pp.33-35
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    • 2006
  • 배전 독립사업부제 도입 및 분산전원의 출현으로 배전계통은 계획 및 운영에 있어서도 변화가 일어 날 것이다. 예로, 기존의 방사상 구조의 배전 계통은 분산 전원의 출현으로 부분적인 그물망 구조로 변형될 수 있으며, 사업 구역이나 사업 지역으로 나누어진 배전계통에서는 서로 다른 관리 체제 하에서 운영이 필요하기 때문에 각 배전회사간의 정보 공유 문제가 발생할 수도 있다. 이러한 문제를 해결하기 위해 분화된 배전 계통의 특성을 고려하여 송전계통과 같이 전체 시스템에 대해 조류 계산하지 않고 배전 계통을 몇 개의 영역으로 나누고 다른 영역과의 경계 정보만을 이용하여 자신의 영역에 대한 조류 계산을 수행하는 알고리즘을 제안하였다. 이런 특성을 최대한 반영한 각 영역의 조류 계산은 분산 전원의 투입으로 인한 양방향 조류가 발생하게 되므로 그물망 구조로 된 구역과 기존의 방사상 구조로 된 영역으로 구분할 수 있다. 본 논문에서는 구역 특성에 맞고 배전 계통에 적용 가능한 알고리즘으로 먼저 분리 구역별 조류 계산을 수행한 후 그 다음 경계치 교환으로 배전 계통 전체의 조류 계산을 수행하는 알고리즘을 제안한다. 즉 방사상 구조 영역에서는 back/forward sweep 방법으로 수행하고 그물망 구조 영역에서는 Full Newton-Raphson 방법으로 구분하여 영역의 특성에 맞게 수행하였다.

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General Regression Estimators in Survey Sampling (표본조사에서 일반회귀 추정량의 활용)

  • Kim, Kyu-Seong
    • Survey Research
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    • v.5 no.2
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    • pp.49-70
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    • 2004
  • This paper is a broad review about general regression estimators, which are very useful when auxiliary variables are available in survey sampling. We investigate the process of development of general regression estimators from birth to suggestion of variance estimation method and examine some properties of general regression estimators by comparing with calibration and QR estimators. We also present some forms of general regression estimators available under complex sampling designs such as stratified sampling and cluster sampling. Finally, we comment some advantages as well as disadvantages of general regression estimators and theoretical and practical development in the future.

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