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偏微分方程數值解的有效條件數(英文版)/信息與計算科學叢書
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【ISBN】9787030367532
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內容介紹



  • 出版社:科學
  • ISBN:9787030367532
  • 作者:李子纔//黃宏財//魏益民//程宏達
  • 頁數:268
  • 出版日期:2013-01-01
  • 印刷日期:2013-01-01
  • 包裝:平裝
  • 開本:16開
  • 版次:1
  • 印次:1
  • 李子纔、黃宏財、魏益民、程宏達編著的《偏微
    分方程數值解的有效條件數(英文版)》主要介紹偏微
    分方程數值解的有效條件數。首先介紹有效條件數的
    概念,與經典條件數概念的差異,接著將有效條件數
    運用於TREFFTZ方法;還討論了有限差分和有限元方
    法的有效條件數,最後研究了截斷奇異值分解和
    TIKHONOV正則化的有效條件數。
  • Preface
    Acknowledgments
    Chapter 1 Effective Condition Number
    1.1 Introduction
    1.2 Preliminary
    1.3 Symmetric Matrices
    1.3.1 Definitions of effective condition numbers
    1.3.2 A posteriori computation
    1.4 Overdetermined Systems
    1.4.1 Basic algorithms
    1.4.2 Refinements of (1.4.10)
    1.4.3 Criteria
    1.4.4 Advanced refinements
    1.4.5 Effective condition number in p-norms
    1.5 Linear Algebraic Equations by GE or QR
    1.6 Application to Numerical PDE
    1.7 Application to Boundary Integral Equations
    1.8 Weighted Linear Least Squares Problems
    1.8.1 Effective condition number
    1.8.2 Perturbation bounds
    1.8.3 Applications and comparisons
    Chapter 2 Collocation Trefftz Methods
    2.1 Introduction
    2.2 CTM for Motz/s Problem
    2.3 Bounds of Effective Condition Number
    2.4 Stability for CTM of Rp : 1
    2.5 Numerical Experiments
    2.5.1 Choice of Rp
    2.5.2 Extreme accuracy of Do
    2.6 GCTM Using Piecewise Particular Solutions
    2.7 Stability Analysis of GCTM
    2.7.1 Trefftz methods
    2.7.2 Collocation Trefftz methods
    2.8 Method of Fundamental Solutions
    2.9 Collocation Methods Using RBF
    2.10 Comparisons Between Cond_eff and Cond
    2.10.1 CTM using particular solutions for Motz's problem
    2.10.2 MFS and CM-RBF
    2.11 A Few Remarks
    Chapter 3 Simplified Hybrid Trefftz Methods
    3.1 The Simplified Hybrid TM
    3.1.1 Algorithms
    3.1.2 Error analysis
    3.1.3 Integration approximation
    3.2 Stability Analysis for Simplified Hybrid TM
    Chapter 4 Penalty Trefftz Method Coupled with FEM
    4.1 Introduction
    4.2 Combinations of TM and Adinits Elements
    4.2.1 Algorithms
    4.2.2 Basic theorem
    4.2.3 Global superconvergence
    4.3 Bounds of Cond_eff for Motzts Problem
    4.4 Effective Condition Number of One and Infinity Norms
    4.5 Concluding Remarks
    Chapter 5 Trefftz Methods for Biharmonic Equations with Crack Singularities
    5.1 Introduction
    5.2 Collocation Trefftz Methods
    5.2.1 Three crack models
    5.2.2 Description of the method
    5.2.3 Error bounds
    5.3 Stability Analysis
    5.3.1 Upper bound for amax(F)
    5.3.2 Lower bound for amin(F)
    5.3.3 Upper bound for Cond_eff and Cond
    5.4 Proofs of Important Results Used in Section 5.3
    5.4.1 Basic theorem
    5.4.2 Proof of Lemma 5.4.3
    5.4.3 Proof of Lemma 5.4.4
    5.5 Numerical Experiments
    5.6 Concluding Remarks
    Chapter 6 Finite Difference Method
    6.1 Introduction
    6.2 Shortley-Weller Difference Approximation
    6.2.1 A Lemma
    6.2.2 Bounds for Cond_EE
    6.2.3 Bounds for Cond_eff
    Chapter 7 Boundary Penalty Techniques of FDM
    7.1 Introduction
    7.2 Finite Difference Method
    7.2.1 Shortley-Weller difference approximation
    7.2.2 Superconvergence of solution derivatives
    7.2.3 Bounds for Cond_eff
    7.3 Penalty-Integral Techniques
    7.4 Penalty-Collocation Techniques
    7.5 Relations Between Penalty-Integral and Penalty-Collocation Techniques
    7.6 Concluding Remarks
    Chapter 8 Boundary Singularly Problems by FDM
    8.1 Introduction
    8.2 Finite Difference Method
    8.3 Local Refinements of Difference Grids
    8.3.1 Basic results
    8.3.2 Nonhomogeneous Dirichlet and Neumann boundary conditions
    8.3.3 A remark
    8.3.4 A view on assumptions A1-A4
    8.3.5 Discussions and comparisons
    8.4 Numerical Experiments
    8.5 Concluding Remarks
    Chapter 9 Finite Element Method Using Local Mesh Refinements
    9.1 Introduction
    9.2 Optimal Convergence Rates
    9.3 Homogeneous Boundary Conditions
    9.4 Nonhomogeneous Boundary Conditions
    9.5 Intrinsic View of Assumption A2 and Improvements of Theorem
    9.5.1 Intrinsic view of assumption A2
    9.5.2 Improvements of Theorem 9.4.1
    9.6 Numerical Experiments
    Chapter 10 Hermite FEM for Biharmonic Equations
    10.1 Introduction
    10.2 Description of Numerical Methods
    10.3 Stability Analysis
    10.3.1 Bounds of Cond
    10.3.2 Bounds of Cond_eff
    10.4 Numerical Experiments
    Chapter 11 Truncated SVD and Tikhonov Regularization
    11.1 Introduction
    11.2 Algorithms of Regularization
    11.3 New Estimates of Cond and Cond_eff
    11.4 Brief Error Analysis
    Appendix Definitions and Formulas
    A.1 Square Systems
    A.1.1 Symmetric and positive definite matrices
    A.1.2 Symmetric and nonsingular matrices
    A.1.3 Nonsingular matrices
    A.2 Overdetermined Systems
    A.3 Underdetermined Systems
    A.4 Method of Fundamental Solutions
    A.5 Regularization
    A.5.1 Truncated singular value decomposition
    A.5.2 Tikhonov regularization
    A.6 p-Norms
    A.7 Conclusions
    Epilogue
    Bibliography
    Index
 
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