Matrix Algorithms (15)
Michael Littman
November 17th, 1998
MATRIX APPLICATIONS
Scientific Computing
Learning from Data
MATRICES AND VECTORS
Definitions
Some Special Matrices
Basic Matrix Operations
Matrix Multiplication
Matrix Algebra
Solving Equations
SOLVING LINEAR SYSTEMS
Gaussian Elimination
Expressing the Algorithm
LU
-factorization
PLU
-factorization
Summary
LEAST SQUARES
Overconstrained Systems
Least Squares
Least Squares in Matrices
Minimizing The Score
Example
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MATRIX APPLICATIONS