That was an excellent explanation of the intuition and motivation behind eigenvectors. Eigenvectors are also used extensively in pattern recognition. Notably,

That was an excellent explanation of the intuition and motivation behind eigenvectors. Eigenvectors are also used extensively in pattern recognition. Notably, in facial recognition: http://en.wikipedia.org/wiki/Eigenface http://en.wikipedia.org/wiki/Eigenface