서지주요정보
공액구배법의 성능향상을 위한 전조정기법과 번호부여방법에 관한 연구 = A study on preconditioning techniques and numbering methods for improving the performance of PCG's
서명 / 저자 공액구배법의 성능향상을 위한 전조정기법과 번호부여방법에 관한 연구 = A study on preconditioning techniques and numbering methods for improving the performance of PCG's / 송진원.
발행사항 [대전 : 한국과학기술원, 2002].
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8012774

소장위치/청구기호

학술문화관(문화관) 보존서고

MME 02031

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Preconditioning techniques and numbering methods for the preconditioned conjugate gradient method are investigated to solve simultaneous linear equation iteratively and efficiently. One level fill-in technique with incomplete Cholesky decomposition and the reverse Cuthill-McKee numbering algorithm result in the best results in view of robustness and efficiency. For the numbering methods, the minimal degree ordering method, the nested dissection method, the frontal profile reduction algorithm, the Cuthill-Mckee algorithm, and the spiral ordering method are compared with numerically. It is well known that iterative methods are less efficient than direct methods for solving simultaneous linear equations. But for large problems of several tens of thousands des, the iterative method can be more efficient than the direct method. And it is ascertained through many test problems in this study. For several examples, the spiral ordering method results in better results but the method shows non-robustness. It would be desirable that the correlation between the bandwidth minimization and the efficiency of the PCG is further examined and the PCG is extended to solution of linearly constrained problems

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서지기타정보
청구기호 {MME 02031
형태사항 v, 45 p. : 삽화 ; 26 cm
언어 한국어
일반주기 저자명의 영문표기 : Jin-Won Song
지도교수의 한글표기 : 이병채
지도교수의 영문표기 : Byung-Chai Lee
학위논문 학위논문(석사) - 한국과학기술원 : 기계공학전공,
서지주기 참고문헌 : p. 27-29
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