• Title/Summary/Keyword: Q matrix

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CONVERGENCE OF NEWTON'S METHOD FOR SOLVING A CLASS OF QUADRATIC MATRIX EQUATIONS

  • Kim, Hyun-Min
    • 호남수학학술지
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    • 제30권2호
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    • pp.399-409
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    • 2008
  • We consider the most generalized quadratic matrix equation, Q(X) = $A_7XA_6XA_5+A_4XA_3+A_2XA_1+A_0=0$, where X is m ${\times}$ n, $A_7$, $A_4$ and $A_2$ are p ${\times}$ m, $A_6$ is n ${\times}$ m, $A_5$, $A_3$ and $A_l$ are n ${\times}$ q and $A_0$ is p ${\times}$ q matrices with complex elements. The convergence of Newton's method for solving some different types of quadratic matrix equations are considered and we show that the elementwise minimal positive solvents can be found by Newton's method with the zero starting matrices. We finally give numerical results.

ON CHARACTERIZATIONS OF SOME LINEAR COMBINATIONS INVOLVING THE MATRICES Q AND R

  • Ozdemir, Halim;Karakaya, Sinan;Petik, Tugba
    • 호남수학학술지
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    • 제42권2호
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    • pp.235-249
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    • 2020
  • Let Q and R be the well-known matrices associated with Fibonacci and Lucas numbers, and k, m, and n be any integers. It is mainly established all solutions of the matrix equations c1Qn + c2Qm = Qk, c1Qn + c2Qm = RQk, and c1Qn + c2RQm = Qk with unknowns c1, c2 ∈ ℂ*. Moreover, using the obtained results, it is presented many identities, some of them are available in the literature, and the others are new, related to the Fibonacci and Lucas numbers.

THE CONDITION NUMBERS OF A QUADRATIC MATRIX EQUATION

  • Kim, Hye-Yeon;Kim, Hyun-Min
    • East Asian mathematical journal
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    • 제29권3호
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    • pp.327-335
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    • 2013
  • In this paper we consider the quadratic matrix equation which can be defined by $$Q(X)=AX^2+BX+C=0$$, where X is a $n{\times}n$ unknown complex matrix, and A, B and C are $n{\times}n$ given matrices with complex elements. We first introduce a couple of condition numbers of the equation Q(X) and present normwise condition numbers. Finally, we compare the results and some numerical experiments are given.

A Study of General AC Machine Modeling with Matrix Vector Using DQ Transformation

  • Hong, Sun-Ki
    • 조명전기설비학회논문지
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    • 제27권8호
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    • pp.98-104
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    • 2013
  • AC machines are in wide use in industry and d-q transformation from 3 phase of a, b, c is commonly used to analyze these kinds of machines. The equivalent circuits of d and q axis are, however, generally cross coupled and difficult to analyze. In this study, a modeling technique of AC machine including induction and PM synchronous motors using matrix vector is proposed. With that model, it can not only explain the AC machines physically but also make it simple to analyze them. The separating process of d and q components is not needed in this model and this model can be applied to analyze asymmetric motors like IPMSM machine. With this technique, the model becomes simple, easy to understand physically, and yields results that are the same as those from other models. These simulation results of the proposed model for induction motor are compared with those of other models to verify the method proposed.

영상 잡음 제거를 위한 주성분 분석 기반 비 지역적 평균 알고리즘의 효율적인 공분산 행렬 계산 방법 (An Efficient Method to Compute a Covariance Matrix of the Non-local Means Algorithm for Image Denoising with the Principal Component Analysis)

  • 김정환;정제창
    • 방송공학회논문지
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    • 제21권1호
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    • pp.60-65
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    • 2016
  • 본 논문에서는 영상에 존재하는 잡음 (noise) 들을 제거하는 방법 중 하나인 비 지역적 평균 (non-local means, NLM) 알고리즘을 먼저 소개하고 비 지역적 평균 알고리즘의 개선된 방법 중 하나인 주성분 분석 (principal component analysis, PCA) 기반의 알고리즘에 대해서도 소개한다. 주성분 분석을 활용하기 위해서는 선행적으로 공분산 행렬 (covariance matrix)을 구해야 하는데, 영상의 모든 픽셀들을 대상으로 하였을 때 이 공분산 행렬을 구하기 위해서는 큰 크기를 가지는 행렬 곱 연산이 필요하다. 만약 비 지역적 평균 알고리즘의 영상 패치 (neighborhood patch) 의 크기를 S × S = S2, 영상 전체의 픽셀 수를 Q라고 한다면 공분산 행렬을 구하기 위해서는 S2 × Q 크기의 행렬 곱 연산이 필요하게 된다. 이는 영상의 특성을 고려하면 비효율적인 연산이다. 따라서 본 논문에서는 공분산 행렬을 효율적으로 구하기 위해, 영상 패치들간의 일정 간격을 유지하면서 샘플링을 하는 방법을 제안하고자 한다. 최종적으로, 샘플링 후에는 S2 × floor (Width/l) × (Height/l) 크기를 가진 행렬의 곱 연산으로 공분산 행렬을 구할 수 있다.

NEWTON'S METHOD FOR SYMMETRIC AND BISYMMETRIC SOLVENTS OF THE NONLINEAR MATRIX EQUATIONS

  • Han, Yin-Huan;Kim, Hyun-Min
    • 대한수학회지
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    • 제50권4호
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    • pp.755-770
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    • 2013
  • One of the interesting nonlinear matrix equations is the quadratic matrix equation defined by $$Q(X)=AX^2+BX+C=0$$, where X is a $n{\times}n$ unknown real matrix, and A, B and C are $n{\times}n$ given matrices with real elements. Another one is the matrix polynomial $$P(X)=A_0X^m+A_1X^{m-1}+{\cdots}+A_m=0,\;X,\;A_i{\in}\mathbb{R}^{n{\times}n}$$. Newton's method is used to find the symmetric and bisymmetric solvents of the nonlinear matrix equations Q(X) and P(X). The method does not depend on the singularity of the Fr$\acute{e}$chet derivative. Finally, we give some numerical examples.

Comparative Quantification of LacZ (β-galactosidase) Gene from a Pure Cultured Escherichia coli K-12

  • Han, Ji-Sun;Kim, Chang-Gyun
    • Environmental Engineering Research
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    • 제14권1호
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    • pp.63-67
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    • 2009
  • Escherichia coli K-12 (E. coli K-12) is a representative indicator globally used for distinguishing and monitoring dynamic fates of pathogenic microorganisms in the environment. This study investigated how to most critically quantify lacZ ($\beta$-galactosidase) gene in E. coli K-12 by two different real-time polymerase chain reaction (real-time PCR) in association with three different DNA extraction practices. Three DNA extractions, i.e., sodium dodecyl sulfate (SDS)/proteinase K, magnetic beads and guanidium thiocyanate (GTC)/silica matrix were each compared for extracting total genomic DNA from E. coli K-12. Among them, GTC/silica matrix and magnetic beads beating similarly worked out to have the highest (22-23 ng/${\mu}L$) concentration of DNA extracted, but employing SDS/proteinase K had the lowest (10 ng/${\mu}L$) concentration of DNA retrieved. There were no significant differences in the quantification of the copy numbers of lacZ gene between SYBR Green I qPCR and QProbe-qPCR. However, SYBR Green I qPCR obtained somewhat higher copy number as $1{\times}10^8$ copies. It was decided that GTC/silica matrix extraction or magnetic beads beating in combination with SYBR Green I qPCR can be preferably applied for more effectively quantifying specific gene from a pure culture of microorganism.

EXTREME PRESERVERS OF RANK INEQUALITIES OF BOOLEAN MATRIX SUMS

  • Song, Seok-Zun;Jun, Young-Bae
    • Journal of applied mathematics & informatics
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    • 제26권3_4호
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    • pp.643-652
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    • 2008
  • We construct the sets of Boolean matrix pairs, which are naturally occurred at the extreme cases for the Boolean rank inequalities relative to the sums and difference of two Boolean matrices or compared between their Boolean ranks and their real ranks. For these sets, we consider the linear operators that preserve them. We characterize those linear operators as T(X) = PXQ or $T(X)\;=\;PX^tQ$ with appropriate invertible Boolean matrices P and Q.

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Rank-preserver of Matrices over Chain Semiring

  • Song, Seok-Zun;Kang, Kyung-Tae
    • Kyungpook Mathematical Journal
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    • 제46권1호
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    • pp.89-96
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    • 2006
  • For a rank-1 matrix A, there is a factorization as $A=ab^t$, the product of two vectors a and b. We characterize the linear operators that preserve rank and some equivalent condition of rank-1 matrices over a chain semiring. We also obtain a linear operator T preserves the rank of rank-1 matrices if and only if it is a form (P, Q, B)-operator with appropriate permutation matrices P and Q, and a matrix B with all nonzero entries.

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