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equation solving - General form of a linear transformation



Let v1=[2−1] and v2=[1−1] and let A=[32−21] be a matrix for T:R2→R2 relative to the basis B={v1,v2}.




From this I found that: T(v1)=[4−1] and T(v2)=[5−3]


How would I find a formula for T([x1x2]). The answer in my book is [−x1−6x22x1+5x2]



Answer



Given vectors v1,v2,Tv1,Tv2:


{ v1,  v2} = {{2, -1}, {1, -1}};
{Tv1, Tv2} = {{4, -1}, {5, -3}};

This is a direct way of solving underlying linear system:


With[{ m = Array[a, Dimensions[{v1, Tv1}]]}, 
m.Subscript @@@ {{x, 1}, {x, 2}} /.

Solve[ m.#1 == #2 & @@@ {{v1, Tv1}, {v2, Tv2}}, Join @@ m] //
Transpose // TraditionalForm]

enter image description here


Since it might seem to be an overkill, let's provide another simpler way, obvious for those about to pass a linear algebra exam:


Transpose[{Tv1, Tv2}].Inverse @ Transpose @ {v1, v2}.{x, y} // MatrixForm

which can be written in the front-end this way:


enter image description here


where we put {x, y} instead of Subscript @@@ {{x, 1}, {x, 2}}.

These both ways are easily applicable to higher dimensional problems involving appropriate numbers of vectors, such that v1,…,vn and Tv1,…,Tvn satisfy:
Det @ { v1, ..., vn} != 0 and Det @ { Tv1, ..., Tvn} != 0


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