• 제목/요약/키워드: Sparse linear system

검색결과 46건 처리시간 0.024초

Non-iterative Global Mesh Smoothing with Feature Preservation

  • Ji, Zhongping;Liu, Ligang;Wang, Guojin
    • International Journal of CAD/CAM
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    • 제6권1호
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    • pp.89-97
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    • 2006
  • This paper presents a novel approach for non-iterative surface smoothing with feature preservation on arbitrary meshes. Laplacian operator is performed in a global way over the mesh. The surface smoothing is formulated as a quadratic optimization problem, which is easily solved by a sparse linear system. The cost function to be optimized penalizes deviations from the global Laplacian operator while maintaining the overall shape of the original mesh. The features of the original mesh can be preserved by adding feature constraints and barycenter constraints in the system. Our approach is simple and fast, and does not cause surface shrinkage and distortion. Many experimental results are presented to show the applicability and flexibility of the approach.

직접 행렬해법에 대한 일반적 비교 (The General Comparison between Direct Matrix Solvers)

  • 안병기;박용복;김정호;양동열
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2001년도 추계학술대회 논문집
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    • pp.113-116
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    • 2001
  • Finite element analysis programs have been for metal forming process design They will become more and more important in understanding forming process For large-scale forging analysis problems, the performance of a linear equation solver is very important for the overall efficiency of the analysis code. With problem size increased, the computation time needs to be reduced, which is spent on setting the system of algebraic equations associated with finite element model Many matrix solvers have been developed and used usefully in finite element program for this purpose.

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교차되는 스트립 라인구조에서의 빠른 커패시턴스 계산기법 (Fast Calculation of Capacitance Matrix for Strip-Line Crossings and Other Interconnects)

  • ;이동준;심덕선;양철관;김형규;김형석
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제53권10호
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    • pp.539-545
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    • 2004
  • In this paper, we consider the problem of capacitance matrix calculation for strip-line and other interconnects crossings. The problem is formulated in the spectral domain using the method of moments. Sinc-functions are employed as basis functions. Conventionally, such a formulation leads to a large, non-sparse system of linear equations in which the calculation of each of the coefficient requires the evaluation of a Fourier-Bessel integral. Such calculations are computationally very intensive. In the method proposed here, we provide simplified expressions for the coefficients in the moment method matrix. Using these simplified expressions, the coefficients can be calculated very efficiently. This leads to a fast evaluation of the capacitance matrix of the structure. Computer simulations are provided illustrating the validity of the method proposed.

USE OF AN ORTHOGONAL PROJECTOR FOR ACCELERATING A QUEUING PROBLEM SOLVER

  • Park, Pil-Seong
    • Journal of applied mathematics & informatics
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    • 제3권2호
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    • pp.193-204
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    • 1996
  • Overflow queuing models are ofter analyzed by explicitly solving a large sparse singular linear systems arising from Kolmogorov balance equation. The system is often converted into an eigenvalue problem the dominant eigenvector of which is the desired null vector. In this paper we convert an overflow queuing problem the dominant eigenvector of which is the desired null vector. In this paper we convert an overflow queuing problem into an overflow queuing problem into an eigen-value problem into an eigen-value problem of size 1/2 of the original. Then we devise an orthogonal projector that enhances its convergence by removing unsanted eigen-components effectively. Numerical result with some suggestion is given at the end.

PERFORMANCE COMPARISON OF PRECONDITIONED ITERATIVE METHODS WITH DIRECT PRECONDITIONERS

  • Yun, Jae Heon;Lim, Hyo Jin;Kim, Kyoum Sun
    • Journal of applied mathematics & informatics
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    • 제32권3_4호
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    • pp.389-403
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    • 2014
  • In this paper, we first provide comparison results of preconditioned AOR methods with direct preconditioners $I+{\beta}L$, $I+{\beta}U$ and $I+{\beta}(L+U)$ for solving a linear system whose coefficient matrix is a large sparse irreducible L-matrix, where ${\beta}$ > 0. Next we propose how to find a near optimal parameter ${\beta}$ for which Krylov subspace method with these direct preconditioners performs nearly best. Lastly numerical experiments are provided to compare the performance of preconditioned iterative methods and to illustrate the theoretical results.

유한요소법에 의한 인체내 전계분포 해석 용 소프트웨어의 개발 (Finite Element Software Package for Analysis of Electric Field Distribution in Human Body)

  • 우응제
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1993년도 춘계학술대회
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    • pp.66-69
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    • 1993
  • We have developed a software package for the analysis of electric field distribution in human body. It includes the graphical finite element mesh generator, linear system of equations solver using sparse matrix and vector technique, and post-processor for the display of the results. This software package can be used in various research areas of biomedical engineering where we inject current or apply voltage to human body. The software package was developed on Macintosh II computer and the size of the model is only limited by the main memory.

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퍼지 선형계획법을 적용한 전력계통의 최적운용에 관한 연구 (Optimum Operation of Power System Using Fuzzy Linear Programming)

  • 박성대;정재길;조양행
    • 한국조명전기설비학회지:조명전기설비
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    • 제8권1호
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    • pp.37-45
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    • 1994
  • 본 논문은 전력계통 운용에 관한 합리적인 유효전력 및 무효전력 제어방법을 제시한 논문으로 무효전력 제어에 퍼지 선형계획법을 적용하여 목적함수의 값을 최소화하고 전체 계산시간을 단축시키고 운용의 융통성을 주기 위하여 시도한 논문으로 본 논문의 특징은 다음과 같다. 1) 유효전력 제어는 선로손실을 고려한 전력수급 평형식으로서 B정수를 이용하지 않고 전력 조류 방정식의 쟈코비 행렬의 스파스한 성질을 이용하여 간단히 계산하고 Lagrange함수법을 이용함으로써 계산시간을 단축시키고 기억용량을 대폭 경감시킬 수 있으며 반복계산을 하지 않고 직접 발전기의 최적부하 배분량을 결정할 수 있다. 2) 무효전력 제어시에도 목적함수로서는 총 선로손실을 취하지 않고 발전소의 총 연료비를 취하여 이를 최소화함으로써 보다 합리적인 경제성을 도모하였다. 또 이때 필요한 제어변수에 대한 발전기 출력시 모선전압의 감도행렬의 계산은 조류 방정식의 쟈코비 행렬의 스파스한 성질을 충분히 이용하여 계산시간을 단축시킬 수 있도록 하였다. 3) 특히 무효전력 제어시에는 많은 함수형 부등식 제약조건을 즉 모선전압의 상하한 제약조건을 일정한 값으로 고정하지 않고 어떤 허용 변동폭을 주어 조건을 완화하는 퍼지 선형계획법을 적용하므로써 확정적인 제약을 갖는 일반 선형계획법을 적용할 때보다 유리한 점이 확인되었다.

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비정렬격자계를 사용하는 3차원 유동해석코드 개발 (I) - 수치해석방법 - (Development of 3-D Flow Analysis Code Using Unstructured Grid System (I) - Numerical Method -)

  • 김종태;명현국
    • 대한기계학회논문집B
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    • 제29권9호
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    • pp.1049-1056
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    • 2005
  • A conservative pressure-based finite-volume numerical method has been developed for computing flow and heat transfer by using an unstructured grid system. The method admits arbitrary convex polyhedra. Care is taken in the discretization and solution procedures to avoid formulations that are cell-shape-specific. A collocated variable arrangement formulation is developed, i.e. all dependent variables such as pressure and velocity are stored at cell centers. Gradients required for the evaluation of diffusion fluxes and for second-order-accurate convective operators are found by a novel second-order accurate spatial discretization. Momentum interpolation is used to prevent pressure checkerboarding and the SIMPLE algorithm is used for pressure-velocity coupling. The resulting set of coupled nonlinear algebraic equations is solved by employing a segregated approach, leading to a decoupled set of linear algebraic equations fer each dependent variable, with a sparse diagonally dominant coefficient matrix. These equations are solved by an iterative preconditioned conjugate gradient solver which retains the sparsity of the coefficient matrix, thus achieving a very efficient use of computer resources.

Sparsity Adaptive Expectation Maximization Algorithm for Estimating Channels in MIMO Cooperation systems

  • Zhang, Aihua;Yang, Shouyi;Li, Jianjun;Li, Chunlei;Liu, Zhoufeng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권8호
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    • pp.3498-3511
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    • 2016
  • We investigate the channel state information (CSI) in multi-input multi-output (MIMO) cooperative networks that employ the amplify-and-forward transmission scheme. Least squares and expectation conditional maximization have been proposed in the system. However, neither of these two approaches takes advantage of channel sparsity, and they cause estimation performance loss. Unlike linear channel estimation methods, several compressed channel estimation methods are proposed in this study to exploit the sparsity of the MIMO cooperative channels based on the theory of compressed sensing. First, the channel estimation problem is formulated as a compressed sensing problem by using sparse decomposition theory. Second, the lower bound is derived for the estimation, and the MIMO relay channel is reconstructed via compressive sampling matching pursuit algorithms. Finally, based on this model, we propose a novel algorithm so called sparsity adaptive expectation maximization (SAEM) by using Kalman filter and expectation maximization algorithm so that it can exploit channel sparsity alternatively and also track the true support set of time-varying channel. Kalman filter is used to provide soft information of transmitted signals to the EM-based algorithm. Various numerical simulation results indicate that the proposed sparse channel estimation technique outperforms the previous estimation schemes.

직선형 측지선에 기초한 원형보전형 메쉬 파라미터화 (Geodesics-based Shape-preserving Mesh Parameterization)

  • 이혜영
    • 한국정보과학회논문지:시스템및이론
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    • 제31권7호
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    • pp.414-420
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    • 2004
  • 구분선형 파라미터화의 특성 중 파라미터 평면상에서 중복되는 삼각형이 발생하지 않도록 하는 일대일 맵핑이 특히 강조된다. 일대일 맵핑은 아핀변환식의 비음수 계수 값으로 보장된다. Floater는 3차원 메쉬를 geodesic polar-mapping으로 평면화한 후 무게중심 좌표를 이용, 비음수 계수 값을 산출하였다. 그러나 평면화 된 삼각형은 이미 3차원상의 원형이 왜곡된 상태로 이 계수를 사용한 파라미터화는 원형왜곡을 심화시킨다. 본 논문에서는 기존의 Floater 방법을 개선한, 새로운 구분 선형 파라미터화 방법을 제안하고자 한다. 메쉬상의 직선형 측지선 길이를 이용하여 무게중심 좌표를 간단히 산출할 수 있는 새로운 방법으로 계산의 과부하 없이 비음수 계수 값을 3차원 메쉬상에서 직접 계산한다. 위의 비음수 계수로 구성된 선형시스템을 사용하여 삼각형의 중복이 없이 일대일 맵핑이 보장되는 구분선형 파라미터화를 제공한다. 본 방법은 기존 Floater방법의 평면화 단계를 제거함으로써, 이로 인한 원형왜곡을 감소시키고 파라미터화 전체 과정도 단순화하였다.