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Classic Iterative Methods for Linear Systems

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Jianjun Zhou's Notebook

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Courses
Courses
- Theory of Computation
  Theory of Computation
- Advanced Data Structure and Algorithm
  Advanced Data Structure and Algorithm
  - Homework
  - Final Review
- Object Oriented Programming
  Object Oriented Programming
  - Midterm Review
  - Final Review
- Database System
  Database System
  - Chapter 1-7
  - Chapter 12-19
- Probability Theory
  Probability Theory
- Numerical Methods
  Numerical Methods
  - Numerical Analysis
    
    Numerical Analysis
    
    Mathematical Preliminaries
    
    Solve Equations (1 Variable)
    
    Interpolation & Poly. Approx.
    
    Numerical Diffs & Integs
    
    IVP for ODE
    
    Solve Linear Systems (Directly)
    
    Solve Linear Systems (Iteratively)
    
    Approximation Theory
    
    Approximating Eigenvalues
  - Numerical Algebra
    
    Numerical Algebra
    
    Direct Methods for Linear Systems
    
    Sensitivity & Round-off Error Analysis
    
    Solve Least Square Problems
    
    Classic Iterative Methods for Linear Systems Classic Iterative Methods for Linear Systems
    Table of contents
    
    单步线性定常迭代法
    
    收敛性理论
    
    收敛速度
    
    超松弛迭代法
    
    Conjugate Gradient Method
    
    Solve Asymmetric Eigenvalue Problems
    
    Solve Symmetric Eigenvalue Problems
- Physics (H)
  Physics (H)
- Python Basics
  Python Basics
  - Review
  - Homework
- C Programming
- Information Theory
Math
Math
- Differential Equations
  Differential Equations
  - ODE
    
    ODE
    
    Existence of Solution
    
    ODE System
  - PDE
    
    PDE
    
    Introduction
    
    4 Linear PDEs
  - SDE
    
    SDE
    
    Introduction & Probability
    
    Brownian Motion & "White Noise"
    
    Stochastic Integrals
    
    SDE
    
    Applications
- Probability Theory
- Analysis
  Analysis
  - Funcs of Real Vars
    
    Funcs of Real Vars
    
    Basics of Set Theory
    
    Lebesgue Measure
  - Continuities
Readings
Readings
- Diffusion Models
  Diffusion Models
- ICLR2024
  ICLR2024
  - Singularity of Diffusion
  - Particle Filter + Diffusion
- ICCV2023
  ICCV2023
- Neural Network Basics
  Neural Network Basics
- Miscs
  Miscs
  - Abbrs
  - Metrics

Table of contents

单步线性定常迭代法
收敛性理论
收敛速度
超松弛迭代法

线性方程组的古典迭代解法

本页面还在施工中

单步线性定常迭代法

收敛性理论

收敛速度

超松弛迭代法

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