The Geometry of Diagonalization

We start with a diagonal matrix:

D = (9      ) ;      --      10   0            10           --      0    9

Here is a Quicktime animation (alternate version) that illustrates how a diagonal matrix transforms a square.

We form a matrix A that is similar to D using the matrix P.

"Geometry_of_Diagonalization3_11.gif"

"Geometry_of_Diagonalization3_12.gif"

"Geometry_of_Diagonalization3_13.gif"

Note that A has the same eigenvalues as D.

"Geometry_of_Diagonalization3_14.gif"

"Geometry_of_Diagonalization3_15.gif"

Therefore, A transforms area by the same factor as D.

"Geometry_of_Diagonalization3_16.gif"

"Geometry_of_Diagonalization3_17.gif"

"Geometry_of_Diagonalization3_18.gif"

"Geometry_of_Diagonalization3_19.gif"

However, it looks as if A transforms the plane in a more complicated fashion than D does.

But if we use the right choice of coordinates, A transforms the plane (alternate version) in the "same" way as D.

Created by Paul Blanchard using Wolfram Mathematica 7.0