\section*{Acknowledgment}

I wish to thank Dr Matt for assigning this homework and many thanks for Waqar Shahid for discussions, help and for solving the ``lsqnonlin''(Matlab) to work equivalently as ``leasqr'' in Octave.

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\bibitem{svd}

Yan-Bin~Jia, \emph{Com S 477/577 (Course material), Problem Solving Techniques for Applied Computer Science:}, 3rd~ed.\hskip 1em plus

0.5em minus 0.4em\relax Harlow, England: Addison-Wesley, 1999.

URL http://www.cs.iastate.edu/~cs577/handouts/svd.pdf

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# waqar

by anonymous