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Lecture
LU Decomposition: Existence
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LU Decomposition: Linear Systems Applications
Covers the LU decomposition method applied to linear systems, presenting the system in two steps.
Matrices and Quadratic Forms: Key Concepts in Linear Algebra
Provides an overview of symmetric matrices, quadratic forms, and their applications in linear algebra and analysis.
Jordan decomposition
Explores the unique decomposition of matrices into diagonalizable and nilpotent parts, showcasing their properties and applications.
Cholesky Factorization: Theory and Algorithm
Explores the Cholesky factorization method for symmetric positive definite matrices.
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Covers LU factorization, determinants, subspaces, and matrix products.
Matrix Operations: Triangular Matrices
Explores operations with triangular matrices and their role in solving linear systems.
Construction of an Iterative Method
Covers the construction of an iterative method for linear systems, emphasizing matrix decomposition and convexity.
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Covers the LU decomposition method for matrix factorization and its application in electrical engineering.
LU Factorization: Solution
Explains the step-by-step process of LU factorization of a matrix.
Matrix Equivalence Theorems
Explores matrix equivalence theorems for systems of equations and least squares solutions.