• Title/Summary/Keyword: Toeplitz matrices

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Fast QR Factorization Algorithms of Toeplitz Matrices based on Stabilized / Hyperbolic Householder Transformations (하우스홀더 변환법을 이용한 토플리즈 행렬의 빠른 QR 인수분해 알고리즘)

  • Choi, Jae-Young
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.4
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    • pp.959-966
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    • 1998
  • We present fast QR factorization algorithms $m{\times}n\;(m{\geq}n)$ Toeplitz matrix. These QR factorization algortihms are determined from the shift-invariance properties of underlying matrices. The major transformation tool is a stabilized/hyperbolic Householder transformation. The algortihms require O(mn) operations, and can be easily implemented on distributed-memory multiprocessors.

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A Study for Spectral Properties of Preconditioner of Symmetric Toeplitz Systems (대칭 토플리츠 시스템의 선행조건에 대한 특정성질 연구)

  • Baik, Ran
    • Journal of Digital Contents Society
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    • v.10 no.4
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    • pp.579-585
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    • 2009
  • In [9], Tyrtshnikov proposed a preconditioned approach to derive a general solution from a Toeplitz linear system. Furthermore, the process of selecting a preconditioner matrix from symmetric Toeplitz matrix, which has been used in previous studies, is introduced. This research introduces a new method for finding the preconditioner in a Toeplitz system. Also, through analyzing these preconditioners, it is derived that eigenvalues of a symmetric Toeplitz are very close to eigenvalues of a new preconditioner for T. It is shown that if the spectrum of the preconditioned system $C_0^{-1}T$ is clustered around 1, then the convergence rate of the preconditioned system is superlinear. From these results, it is determined to get the superliner at the convergence rate by our good preconditioner $C_0$. Moreover, an advantage is driven by increasing various applications i. e. image processing, signal processing, etc. in this study from the proposed preconditioners for Toeplitz matrices. Another characteristic, which this research holds, is that the preconditioner retains the properties of the Toeplitz matrix.

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FREDHOLM-VOLTERRA INTEGRAL EQUATION WITH SINGULAR KERNEL

  • Darwish, M.A.
    • Journal of applied mathematics & informatics
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    • v.6 no.1
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    • pp.163-174
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    • 1999
  • The purpose of this paper is to obtain the solution of Fredholm-Volterra integral equation with singular kernel in the space $L_2(-1, 1)\times C(0,T), 0 \leq t \leq T< \infty$, under certain conditions,. The numerical method is used to solve the Fredholm integral equation of the second kind with weak singular kernel using the Toeplitz matrices. Also the error estimate is computed and some numerical examples are computed using the MathCad package.

TRUNCATED HANKEL OPERATORS AND THEIR MATRICES

  • Lanucha, Bartosz;Michalska, Malgorzata
    • Bulletin of the Korean Mathematical Society
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    • v.56 no.1
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    • pp.187-200
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    • 2019
  • Truncated Hankel operators are compressions of classical Hankel operators to model spaces. In this paper we describe matrix representations of truncated Hankel operators on finite-dimensional model spaces. We then show that the obtained descriptions hold also for some infinite-dimensional cases.

A NUMERICAL METHOD FOR SOLVING THE FREDHOLM INTEGRAL EQUATION OF THE SECOND KIND

  • Sridharan, V.;Jayashree, P.R.
    • Journal of applied mathematics & informatics
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    • v.5 no.2
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    • pp.293-300
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    • 1998
  • The numerical method is used to solve the Fredholm integral equation of the second kind with weak singular kernels using the Toeplitz matrices. The solution has a computing time requir-ment of O(N2) where 2N+1 is the number of discretization points used. Also the error estimate is computed. Some numerical Exam-ples are computed using the Mathcad package.

An Algorithm for Hannan and Rissanen's ARMA Modeling Method

  • Chul Eung Kim;Byoung Seon Choi
    • Communications for Statistical Applications and Methods
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    • v.2 no.2
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    • pp.85-93
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    • 1995
  • Hannan and Rissanen proposed an innovation regression method of ARMA modeling, which is composed of three stages. Its second-stage is to choose orders of the ARMA model using the BIC, which needs a lot of calculation to estimate several regression models. We are going to present a simple and efficient algorithm for the second stage using a special property of triangular Toeplitz matrices.

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ORLICZ SEQUENCE SPACES OF FOUR DIMENSIONAL REGULAR MATRIX AND THEIR CLOSED IDEAL

  • Raj, Kuldip;Pandoh, Suruchi;Choudhary, Anu
    • Honam Mathematical Journal
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    • v.41 no.4
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    • pp.725-744
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    • 2019
  • In this paper we introduce some new types of double difference sequence spaces defined by a new definition of convergence of double sequences and a double series with the help of sequence of Orlicz functions and a four dimensional bounded regular matrices A = (artkl). We also make an effort to study some topological properties and inclusion relations between these sequence spaces. Finally, we compute the closed ideals in the space 𝑙2.