• 제목/요약/키워드: Matrix coefficients

검색결과 498건 처리시간 0.024초

비선형 확률계수모형을 고려한 최적 열화시험 설계 (Optimal Degradation Experimental Design in Non-Linear Random Coefficients Models)

  • 김성준;배석주
    • 한국신뢰성학회지:신뢰성응용연구
    • /
    • 제9권1호
    • /
    • pp.13-28
    • /
    • 2009
  • In this paper we propose a method for designing optimum degradation test based on nonlinear random-coefficients models. We use the approximated expression of the Fisher information matrix for nonlinear random-coefficients models. We apply the simplex algorithm to the inverse of the determinant of Fisher information matrix to satisfy the D-optimal criterion. By comparison of the results from PDP degradation data, we suggest a general guideline to obtain optimum experimental design for determining inspection intervals and number of samples in degradation testing.

  • PDF

발전기 모델링 정도에 의한 고유치 일차${\cdot}$이차 감도계수 비교 (Comparison of the first and the second order eigenvalue sensitivity coefficients affected by generator modeling)

  • 김덕영
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2004년도 하계학술대회 논문집 A
    • /
    • pp.345-347
    • /
    • 2004
  • In small signal stability analysis of power systems, eigenvalue analysis is the most useful method and the detailed modeling of generator has an important effect to the eigenvalues. Generator full model is used for precise dynamic analysis of generators and controllers while two-axis model is used for multi-machine systems because of the reduced order of the state matrix. Also, the eigenvalue sensitivity coefficients are used for optimizing controller parameters to improve system stability. This paper compare the first and second order eigenvalue sensitivity coefficients of controllers using generator full model with those of two-axis model. As a result of an example, the estimated eigenvalues using the first and the second eigenvalue sensitivity coefficients using generator full model is very close to those of state matrix. Also the error ratios throughout a wide range of controller parameters is less than $1\%$.

  • PDF

전달행렬법을 이용한 다중 다공판 시스템의 흡음성능 예측 (Estimation of the Sound Absorption Performance for Multiple Layer Perforated Plate Systems by Transfer Matrix Method)

  • 이동훈;허성춘;권영필
    • 한국소음진동공학회논문집
    • /
    • 제12권9호
    • /
    • pp.709-716
    • /
    • 2002
  • A practical method of predicting the sound absorption coefficient for multiple perforated-plate sound absorbing system was developed using transfer matrix method. The proposed method was validated by comparing the calculated absorption coefficients of a single layer perforated plate with the values measured by the two-microphone impedance tube method for various porosity and spacing of the perforated plate. The developed transfer matrix method was further applied to estimate the multiple layer perforated plates and it is shown that the estimated absorption coefficients agree well with the measured values.

An Explicit Solution of the Cubic Spline Interpolation for Polynomials

  • Moon, Byung Soo
    • Journal of the Korean Society for Industrial and Applied Mathematics
    • /
    • 제1권1호
    • /
    • pp.75-82
    • /
    • 1997
  • An algorithm for computing the cubic spline interpolation coefficients for polynomials is presented in this paper. The matrix equation involved is solved analytically so that numerical inversion of the coefficient matrix is not required. For $f(t)=t^m$, a set of constants along with the degree of polynomial m are used to compute the coefficients so that they satisfy the interpolation constraints but not necessarily the derivative constraints. Then, another matrix equation is solved analytically to take care of the derivative constraints. The results are combined linearly to obtain the unique solution of the original matrix equation. This algorithm is tested and verified numerically for various examples.

  • PDF

Application of covariance adjustment to seemingly unrelated multivariate regressions

  • Wang, Lichun;Pettit, Lawrence
    • Communications for Statistical Applications and Methods
    • /
    • 제25권6호
    • /
    • pp.577-590
    • /
    • 2018
  • Employing the covariance adjustment technique, we show that in the system of two seemingly unrelated multivariate regressions the estimator of regression coefficients can be expressed as a matrix power series, and conclude that the matrix series only has a unique simpler form. In the case that the covariance matrix of the system is unknown, we define a two-stage estimator for the regression coefficients which is shown to be unique and unbiased. Numerical simulations are also presented to illustrate its superiority over the ordinary least square estimator. Also, as an example we apply our results to the seemingly unrelated growth curve models.

Estimation of high-dimensional sparse cross correlation matrix

  • Yin, Cao;Kwangok, Seo;Soohyun, Ahn;Johan, Lim
    • Communications for Statistical Applications and Methods
    • /
    • 제29권6호
    • /
    • pp.655-664
    • /
    • 2022
  • On the motivation by an integrative study of multi-omics data, we are interested in estimating the structure of the sparse cross correlation matrix of two high-dimensional random vectors. We rewrite the problem as a multiple testing problem and propose a new method to estimate the sparse structure of the cross correlation matrix. To do so, we test the correlation coefficients simultaneously and threshold the correlation coefficients by controlling FRD at a predetermined level α. Further, we apply the proposed method and an alternative adaptive thresholding procedure by Cai and Liu (2016) to the integrative analysis of the protein expression data (X) and the mRNA expression data (Y) in TCGA breast cancer cohort. By varying the FDR level α, we show that the new procedure is consistently more efficient in estimating the sparse structure of cross correlation matrix than the alternative one.

A NOTE ON PASCAL'S MATRIX

  • Cheon, Gi-Sang;Kim, Jin-Soo;Yoon, Haeng-Won
    • 한국수학교육학회지시리즈B:순수및응용수학
    • /
    • 제6권2호
    • /
    • pp.121-127
    • /
    • 1999
  • We can get the Pascal's matrix of order n by taking the first n rows of Pascal's triangle and filling in with 0's on the right. In this paper we obtain some well known combinatorial identities and a factorization of the Stirling matrix from the Pascal's matrix.

  • PDF

THE BINOMIAL METHOD FOR A MATRIX SQUARE ROOT

  • Kim, Yeon-Ji;Seo, Jong-Hyeon;Kim, Hyun-Min
    • East Asian mathematical journal
    • /
    • 제29권5호
    • /
    • pp.511-519
    • /
    • 2013
  • There are various methods for evaluating a matrix square root, which is a solvent of the quadratic matrix equation $X^2-A=0$. We consider new iterative methods for solving matrix square roots of M-matrices. Particulary we show that the relaxed binomial iteration is more efficient than Newton-Schulz iteration in some cases. And we construct a formula to find relaxation coefficients through statistical experiments.

IRREDUCIBILITY OF POLYNOMIALS AND DIOPHANTINE EQUATIONS

  • Woo, Sung-Sik
    • 대한수학회지
    • /
    • 제47권1호
    • /
    • pp.101-112
    • /
    • 2010
  • In [3] we showed that a polynomial over a Noetherian ring is divisible by some other polynomial by looking at the matrix formed by the coefficients of the polynomials which we called the resultant matrix. In this paper, we consider the polynomials with coefficients in a field and divisibility of a polynomial by a polynomial with a certain degree is equivalent to the existence of common solution to a system of Diophantine equations. As an application we construct a family of irreducible quartics over $\mathbb{Q}$ which are not of Eisenstein type.

강체 원통을 중아에 갖는 2-보정면 탄성회전체 밸런싱 모델에서의 영향계수 (Influnce Coefficient of Two-Plane Flexible Rotor Balancing Model Having a Rigid Cylinder)

  • 전오성
    • 한국정밀공학회지
    • /
    • 제14권12호
    • /
    • pp.166-173
    • /
    • 1997
  • Influence coefficients on two-plane flexible rotor balancing model are derived by using the transfer matrix method. The model has a rigid uniform cylinder at mid-span of flexible shafts. Both faces of the rigid cylinder are used as the balancing planes. Calculated influence coefficients show that there exist the rotating speed ranges which are useless or insensitive for the balancing. Gyroscopic effect and damping are considered in the study and their effects are discussed.

  • PDF