Jacobi Method
8.5 Gram‐Schmidt Orthonormalization and QR Decomposition
8.6 Physical Meaning of Eigenvalues/Eigenvectors
8.7 Differential Equations with Eigenvectors
8.8 DoA Estimation with Eigenvectors[Y-3]
13 9 Partial Differential Equations 9.1 Elliptic PDE 9.2 Parabolic PDE 9.3 Hyperbolic PDES 9.4 Finite Element Method (FEM) for Solving PDE 9.5 GUI of MATLAB for Solving PDES – PDEtool
14 Appendix A: Appendix AMean Value TheoremMean Value Theorem
15 Appendix B: Appendix BMatrix Operations/PropertiesMatrix Operations/Properties B.1 Addition and Subtraction B.2 Multiplication B.3 Determinant B.4 Eigenvalues and Eigenvectors of a Matrix1 B.5 Inverse Matrix B.6 Symmetric/Hermitian Matrix B.7 Orthogonal/Unitary Matrix B.8 Permutation Matrix B.9 Rank B.10 Row Space and Null Space B.11 Row Echelon Form B.12 Positive Definiteness B.13 Scalar (Dot) Product and Vector (Cross) Product B.14 Matrix Inversion Lemma
16 Appendix C: Appendix CDifferentiation W.R.T. A VectorDifferentiation W.R.T. A Vector
17 Appendix D: Appendix DLaplace TransformLaplace Transform
18 Appendix E: Appendix EFourier TransformFourier Transform
19 Appendix F: Appendix FUseful FormulasUseful Formulas
20 Appendix G: Appendix GSymbolic ComputationSymbolic Computation G.1 How to Declare Symbolic Variables and Handle Symbolic Expressions G.2 Calculus G.3 Linear Algebra G.4 Solving Algebraic Equations G.5 Solving Differential Equations
21 Appendix H: Appendix HSparse MatricesSparse Matrices
22 Appendix I: Appendix IMATLABMATLAB
23 References
24 Index
List of Tables
1 Chapter 1Table 1.1 Conversion type specifiers and special characters used in fprintf()...Table 1.2 Graphic line specifications used in the ‘plot()’ command.Table 1.3 Functions and variables inside MATLAB.Table 1.4 Relational operators and logical operators.Table P1.4 The depth of the rock layer.Table P1.16 Results of operations with backslash(\) operator and ‘pinv()’ c...
2 Chapter 2Table 2.1 Residual error and the number of floating‐point operations of vario...Table P2.2 Comparison of ‘Gauss()’ with different pivoting methods in terms o...Table P2.3 Comparison of several methods for solving a set of linear equation...Table P2.4 The computational load of the methods to solve a tridiagonal syste...Table P2.6.1 Comparison of several methods for computing the LS solution.Table P2.6.2 Comparison of several methods for solving a system of linear equ...
3 Chapter 3Table 3.1 Divided difference table.Table 3.2 Divided differences.Table 3.3 Chebyshev coefficient polynomials.Table 3.4 Boundary conditions for a cubic spline.Table 3.5 Linearization of nonlinear functions by parameter/data transformati...Table P3.6 Bulirsch‐Stoer method for rational function interpolation.
4 Chapter 4Tabe P4.6 Comparison of various methods used for solving nonlinear equations.Table P4.8 Using ‘Newtons()’/‘fsolve()’ for systems of nonlinear equations.Table P4.9 Using ‘Newtons()’/‘fsolve()’ for systems of nonlinear equations.
5 Chapter 5Table 5.1.1 The forward difference approximation (5.1.4) for the first deriva...Table 5.1.2 The central difference approximation (5.1.8) for the first deriva...Table 5.2 The difference approximation formulas for the first and second deri...Table 5.3 Romberg table.Table P5.2 Three functions each given as a set of five data pairs.Table P5.4 Results of using various numerical integration methods.Table
