매틀랩에서 사용되는 선형대수 함수들을 요약해 놓은것이다.
너무 많아서 찾아보기는 힘들지만... 어설픈 책 찾아보는것 보다 훨 쉬운듯..
Function Summary
Category | Function | Description |
---|---|---|
Matrix analysis | Matrix or vector norm | |
Estimate the matrix 2-norm | ||
Matrix rank | ||
Determinant | ||
Sum of diagonal elements | ||
Null space | ||
Orthogonalization | ||
Reduced row echelon form | ||
Angle between two subspaces | ||
Linear equations | Linear equation solution | |
Matrix inverse | ||
Condition number for inversion. | ||
1-norm condition number estimate | ||
Cholesky factorization | ||
Incomplete Cholesky factorization | ||
Solve a system of linear equations | ||
LU factorization | ||
Incomplete LU factorization | ||
Incomplete LU factorization | ||
Orthogonal-triangular decomposition | ||
Nonnegative least-squares | ||
Pseudoinverse | ||
Least squares with known covariance | ||
Eigenvalues and singular values | Eigenvalues and eigenvectors | |
Singular value decomposition | ||
A few eigenvalues | ||
A few singular values | ||
Characteristic polynomial | ||
Polynomial eigenvalue problem | ||
Condition number for eigenvalues | ||
Hessenberg form | ||
QZ factorization | ||
Schur decomposition | ||
Matrix functions | Matrix exponential | |
Matrix logarithm | ||
Matrix square root | ||
Evaluate general matrix function |
from : mathwork.com
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