29.06.2014 Views

an introduction to Principal Component Analysis (PCA)

an introduction to Principal Component Analysis (PCA)

an introduction to Principal Component Analysis (PCA)

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

Algebraic derivation of coefficient vec<strong>to</strong>rs<br />

To find maximize subject <strong>to</strong><br />

Let λ be a Lagr<strong>an</strong>ge multiplier<br />

then maximize<br />

by differentiating…<br />

therefore<br />

is <strong>an</strong> eigenvec<strong>to</strong>r of<br />

corresponding <strong>to</strong> eigenvalue

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!