An Introduction to Parallel and Vector Scientific Computation. [electronic resource]

• 作者： Shonkwiler, Ronald W.
• 其他作者：
  • Lefton, Lew.
  • Ebooks Corporation.
• 出版： Leiden : Cambridge University Press
• 主題： Parallel processing (Electronic computers) , Electronic books.
• ISBN： 9780511243431 (electronic bk.) 、 9780521864787 (print)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Cover; Half-title; Series-title; Title; Copyright; Contents; Preface; Acknowlegments; 1 Introduction – The Nature of High-Performance Computation; 2 Theoretical Considerations – Complexity; 3 Machine Implementations; 4 Building Blocks – Floating Point Numbers and Basic Linear Algebra; 5 Direct Methods for Linear Systems and LU Decomposition; 6 Direct Methods for Systems with Special Structure; 7 Error Analysis and QR Decomposition; 8 Iterative Methods for Linear Systems; 9 Finding Eigenvalues and Eigenvectors; 10 Monte Carlo Simulation; 11 Monte Carlo Optimization Appendix: Programming ExamplesMPI Examples; Fork Example; LAN Example; Threads Example; SGI Example; References; Index
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• 摘要註: In this introductory text, the fundamental algorithms of numerical linear algebra are developed in a parallel context. Topics include direct and iterative methods for solving linear systems, numerical methods for the eigenvector/eigenvalue problem and applications to Monte Carlo methods.
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