/CalcMethod

Primary LanguagePython

CalcMethod

Root-finding method

Bisection method

Code

Wikipedia page: 二分法 (数学) | Bisection method

Secant method

Code

Wikipedia page: 割线法 | Secant method

Steffensen's method

Code

Wikipedia page: Steffensen's method

Picard iteration

Code

Wikipedia page: Fixed-point iteration

Aitken's acceleration method

Wikipedia page: Aitken's delta-squared process

Newton's method

Code

Wikipedia page: 牛顿法 | Newton's method

Linear algebra

Doolittle decomposition

Wikipedia page: LU分解 | LU decomposition

Cholesky decomposition

Wikipedia page: LU分解 | Cholesky decomposition

Tridiagonal matrix algorithm

Wikipedia page: 三对角矩阵算法 | Tridiagonal matrix algorithm

Jacobi iteration method

Wikipedia page: 雅可比法 | Jacobi method

Gauss–Seidel iteration method

Wikipedia page: 高斯-赛德尔迭代 | Gauss–Seidel method

Successive over-relaxation

Wikipedia page: Successive over-relaxation

Interpolation

Lagrange polynomial

Wikipedia page: 拉格朗日插值法 | Lagrange polynomial

Newton polynomial

Wikipedia page: 牛顿多项式 | Newton polynomial

Hermite interpolation

Wikipedia page: 埃尔米特插值 | Hermite interpolation

Spline interpolation

Wikipedia page: 样条插值 | Spline interpolation

Least squares

Wikipedia page: 最小二乘法 | Least squares