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Lecture
Gauss Elimination Algorithm
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Numerical Analysis: Direct Methods for Linear Systems
Covers direct methods for solving linear systems in numerical analysis.
Matrix Factorizations: LU Decomposition
Introduces LU decomposition for efficient linear equation solving using matrix factorization.
Construction of an Iterative Method
Covers the construction of an iterative method for linear systems, emphasizing matrix decomposition and convexity.
QR Factorization: Least Squares System Resolution
Covers the QR factorization method applied to solving a system of linear equations in the least squares sense.
LU Decomposition: Linear Systems Applications
Covers the LU decomposition method applied to linear systems, presenting the system in two steps.
Matrix Inversion
Explores matrix inversion, conditions for invertibility, uniqueness of the inverse, and elementary matrices for inversion.
Linear Systems: Factorization and Cholesky
Explores linear systems, Cholesky factorization, LU factorization, and matrix precision.
Characterization of Invertible Matrices
Explores the properties of invertible matrices, including unique solutions and linear independence.
Linear Systems: Direct Methods
Explores linear systems, Gaussian elimination, LU decomposition, and matrix types.
Linear systems resolution
Covers the resolution of linear systems and its link to optimization problems.