• Title/Summary/Keyword: optimal estimate

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A NOTE ON GENERALIZED DIRAC EIGENVALUES FOR SPLIT HOLONOMY AND TORSION

  • Agricola, Ilka;Kim, Hwajeong
    • 대한수학회보
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    • 제51권6호
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    • pp.1579-1589
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    • 2014
  • We study the Dirac spectrum on compact Riemannian spin manifolds M equipped with a metric connection ${\nabla}$ with skew torsion $T{\in}{\Lambda}^3M$ in the situation where the tangent bundle splits under the holonomy of ${\nabla}$ and the torsion of ${\nabla}$ is of 'split' type. We prove an optimal lower bound for the first eigenvalue of the Dirac operator with torsion that generalizes Friedrich's classical Riemannian estimate.

비모수적 회귀함수 추정에 대한 Family Approach (The Family Approach to Nonparametric Estimation of the Regression Function)

  • 정성석
    • 품질경영학회지
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    • 제25권4호
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    • pp.106-114
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    • 1997
  • The smoothing parameter or bandwidth is crucial to performance of the kernel based regression estimator. So the choice of a "optimal" smoothing parameter produce a single curve estimate. If a single estimate is replaced by a family of estimates, it become easy that we understand what varies with choice of the smoothing parameter. This paper suggests the threshold of the maximum bandwidth and the number of the family members in the regression context.n context.

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A musculotendon model including muscle fatigue

  • Jong kwang Lim;Nam, Moon-Hyon
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.352-355
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    • 1998
  • A musculotendon model is investigated to show muscle fatigue under the repeated functional electrical stimulation (FES). The normalized Hill-type model can predict the decline in muscle force. It consists of nonlinear activation and contraction dynamics including physiological concepts of muscle fatigue. A muscle fatigue as a function of the intracellular acidification, pHi is inserted into contraction dynamics to estimate the force decline. The computer simulation shows that muscle force declines in stimulation time and the change in the estimate of the optimal fiber length has an effect only on muscle time constant not on the steady-state tetanic force.

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L$_\infty$-estimation based Algorithm for the Least Median of Squares Estimator

  • Bu Young Kim
    • Communications for Statistical Applications and Methods
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    • 제3권2호
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    • pp.299-307
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    • 1996
  • This article is concerned with the algorithms for the least median of squares estimator. An algorithm based on the $L{\infty}$ .inf.-estimation procedure is proposed in an attempt to improve the optimality of the estimate. And it is shown that the proposed algorithm yields more optimal estimate than the traditional resampling algorithms. The proposed algorithm employs a linear scaling transformation at each iteration of the$L{\infty}$-algorithm to deal with its computational inefficiency problem.

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에탄올 생산을 위한 세포재순환 연속 생물반응기의 적응제어 (Adaptive Control of Cell Recycled Continuous Bioreactor for Ethanol Production)

  • 이재우;유영제
    • KSBB Journal
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    • 제6권3호
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    • pp.263-270
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    • 1991
  • The optimal cell concentration and dilution rate for maximum ethanol productivity were obtained using dynamic simulation in cell recycled continuous bioreactor. The good control performance was observed using rule-based STR (self-tuning regulator) compared to conventional STR. Rule-base contained the scheme to implement the STR in an efficient on-off way and the scheme for the controlled variable to reach the optimal value in a short time. Since a mathematical model was used to analyze and estimate the changes of the state variables and the parameters, it was possible to understand the physical meaning of the system.

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The Three-Stage Cluster Unrelated Question Model

  • Ahn, Seung-Chul;Lee, Gi-Sung
    • Journal of the Korean Data and Information Science Society
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    • 제14권1호
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    • pp.55-65
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    • 2003
  • In this study, we systemize the theoretical validity for applying unrelated question model to three-stage cluster sampling method and derive the estimate and it's variance of sensitive parameter. We derive the minimum variance form under the optimal values of the subsample sizes when the cost are fixed. Under the some given precision, we obtain the optimal values of the subsample sizes and derive the minimum cost form by using them.

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A Bayesian Approach to Paired Comparison of Several Products of Poisson Rates

  • Kim Dae-Hwang;Kim Hea-Jung
    • 한국통계학회:학술대회논문집
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    • 한국통계학회 2004년도 학술발표논문집
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    • pp.229-236
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    • 2004
  • This article presents a multiple comparison ranking procedure for several products of the Poisson rates. A preference probability matrix that warrants the optimal comparison ranking is introduced. Using a Bayesian Monte Carlo method, we develop simulation-based procedure to estimate the matrix and obtain the optimal ranking via a row-sum scores method. Necessary theory and two illustrative examples are provided.

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회귀분석을 통한 공공청사 골조 공사의 개산견적 방안 (Conceptual Cost Estimate Method of Public Office Building Structural Frame Work by Regression Analysis)

  • 조영호;최현준;김정원;윤석헌
    • 한국건축시공학회지
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    • 제20권2호
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    • pp.147-153
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    • 2020
  • 프로젝트 초기단계에서 적정공사비 산정은 필수적이다. 적정공사비 산출을 위해서는 개산견적은 중요한 요인이 된다. 하지만 국내의 개산견적 활용 현황은 건물 유형에 따른 단위면적당 공사비만 활용하는데 그치고 있어 그 정확도가 높지 않다. 이에 본 연구에서는 따른 골조 공사의 공통 내역항목 수량을 연면적에 의한 회귀식을 제시하여 골조 공사의 철근, 레미콘, 거푸집에 대하여 개산 수량을 산출하고자 하였다. 본 연구에서 제시한 회귀식의 정확성과 타당성을 검증하기 위해 기존에 사용된 개산 수량법과 본 연구에서 제시한 회귀식을 실 사례에 적용하여 비교분석을 실시하였다. 그 결과 기존 개산 수량 법은 실소요 수량에 비해 발생한 오차율이 -102 ~ 55%였으며, 이에 기존 개산수량 법은 AACE에서 제시한 개산견적 정확도 범위인 -50~100%에 초과되었으나, 본 연구에서 제시한 회귀식의 오차율은 -6.4 ~ 11.62%였다. 이는 AACE의 개산견적 정확도 범위뿐만 아니라 상세견적 단계에서도 사용할 수 있다고 볼 수 있다. 그러나 더 높은 기대효과를 기대하기 위해서는 향후 수량뿐만 아니라 단가에 대한 영향요인을 분석하여 적정 공사비를 산출하는 연구가 필요하다고 판단된다.

An Optimal Combination of Illumination Intensity and Lens Aperture for Color Image Analysis

  • Chang, Y. C.
    • Agricultural and Biosystems Engineering
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    • 제3권1호
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    • pp.35-43
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    • 2002
  • The spectral color resolution of an image is very important in color image analysis. Two factors influencing the spectral color resolution of an image are illumination intensity and lens aperture for a selected vision system. An optimal combination of illumination intensity and lens aperture for color image analysis was determined in the study. The method was based on a model of dynamic range defined as the absolute difference between digital values of selected foreground and background color in the image. The role of illumination intensity in machine vision was also described and a computer program for simulating the optimal combination of two factors was implemented for verifying the related algorithm. It was possible to estimate the non-saturating range of the illumination intensity (input voltage in the study) and the lens aperture by using a model of dynamic range. The method provided an optimal combination of the illumination intensity and the lens aperture, maximizing the color resolution between colors of interest in color analysis, and the estimated color resolution at the combination for a given vision system configuration.

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빠른 채널 변화를 수반하는 CDMA 환경에서의 최적 전력 제어 (Optimized Power Control for CDMA System under Fast Channel Variance)

  • 김형석;변지영;유관호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
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    • pp.246-248
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    • 2004
  • In this paper, we propose an optimal power control algorithm for CDMA cellular systems. The proposed power control algorithm is based on linear quadratic control theory. As the cellular system includes the changeability of system environment or various noise, Kalman filter is adapted to estimate the time-varying interference. This is the well-known linear quadratic Gaussian (LQG) theory. Through this algorithm, power transmission of each mobile with optimal one is more realistic. Simulation results show a fast convergence rate to optimal power value, and a rapid decreasing outage probability.

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