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23 November, 09:03

Consider two linear transformations y = T (x) and z = L (y), where T goes from R^m to R^p and L goes from R^p to R^n. Is the transformationz = L (T (x)) linear as well? [The transformation z = L (T (x)) is called the composite of T and L.]

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  1. 23 November, 12:26
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    Yes.

    Proof: Consider x, y in R^m. Then since T is linear, we have:

    T (a*x + b*y) = a*T (x) + b*T (y)

    But since L is linear, we have:

    L (a*T (x) + b*T (y)) = a*L (T (x)) + b*L (T (y))

    So:

    L (T (a*x + b*y)) = a*L (T (x)) + b*L (T (y))

    and the composition is linear.
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