MATLAB Function Reference    

Angle between two subspaces



theta = subspace(A,B) finds the angle between two subspaces specified by the columns of A and B. If A and B are column vectors of unit length, this is the same as acos(A'*B).


If the angle between the two subspaces is small, the two spaces are nearly linearly dependent. In a physical experiment described by some observations A, and a second realization of the experiment described by B, subspace(A,B) gives a measure of the amount of new information afforded by the second experiment not associated with statistical errors of fluctuations.


Consider two subspaces of a Hadamard matrix, whose columns are orthogonal.

Note that matrices A and B are different sizes-- A has three columns and B four. It is not necessary that two subspaces be the same size in order to find the angle between them. Geometrically, this is the angle between two hyperplanes embedded in a higher dimensional space.

That A and B are orthogonal is shown by the fact that theta is equal to .

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