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Solving the Least Squares Problem via reduced QR factorization by Gram-Schmidt and by Householder triangularization.

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README.md
README.md
 
 
Report.pdf
Report.pdf
 
 
backSubstitution.m
backSubstitution.m
 
 
cholesky.m
cholesky.m
 
 
forwSubstitution.m
forwSubstitution.m
 
 
mainFile.m
mainFile.m
 
 
modifiedGramSchmidt.m
modifiedGramSchmidt.m
 
 
modifiedGramSchmidtC3.m
modifiedGramSchmidtC3.m
 
 
reducedQRHouseholder.m
reducedQRHouseholder.m
 
 

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least_squares_fitting

Solving the Least Squares Problem via reduced QR factorization by Gram-Schmidt and by Householder triangularization.

Submitted to the University of Glasgow as an assignment in 5M: Advanced Numerical Methods in 2016/2017.

Follow Report.pdf for detailed instructions and guide to the code.

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Solving the Least Squares Problem via reduced QR factorization by Gram-Schmidt and by Householder triangularization.

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least-squares householder cholesky gram-schmidt leastsquares householder-reflectors cholesky-factorization

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