数值计算¶

23Fall DATA830001，数值计算，周宝健

数值算法入门。

主要内容¶

• Numbers in computer
  • binary numbers
  • double float
• Solving Equations
  • bisection
  • fixed-point
  • Newton and variants
• System of Equations
  • Gaussian elimination
  • LU and PLU factorization
  • iterative methods
• Interpolation
• Least Squares
  • QR factorization
• Numerical Differentiation and Integration
• Ordinary Differential Equations
• Boundary Value Problems
• Random Numbers
• Trigonometric Interpolation and FFT
• Eigenvalues and Singular Values

参考书¶

Numerical Analysis 2ed, Timothy Sauer

体会¶

内容有点多，啥都学一点。