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Some Linear Algebra Fundamentals

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2 Author(s)

This chapter contains sections titled:
Notations and Definitions
Operators and Functions
Norms
Decompositions
Moore-Penrose Pseudoinverse
Idempotent Matrices
Kronecker Algebra
Isomorphism between Complex and Real Matrices
Derivatives
Inner Product
Gram-Schmidt Orthogonalization
Calculating the Roots of Polynomials
Sensitivity of the Least Squares Solution
Exercises
Appendix