Understanding Matrix Decomposition
Matrix decomposition is an essential method in numerical analysis, where simplification helps in solving linear equations and other problems effectively.
Types of Matrix Decomposition
- LU Decomposition - Factorizes a matrix as a product of a lower triangular matrix and an upper triangular matrix.
- QR Decomposition - Decomposes a matrix into an orthogonal matrix and an upper triangular matrix.
- SVD (Singular Value Decomposition) - Factorizes a matrix into three matrices U, Σ, and V*.