How to find a matrix of linear transformation f:R^n→Mat^(n,n).

moidu13x8

moidu13x8

Answered question

2022-09-09

How to find a matrix of linear transformation f : R n M a t ( n , n ) .
Let's say we do f : R 2 M a t ( 2 , 2 ) given by f ( x , y ) = [ x 2 y x + y x ]
We calculate image of canonical basis f ( 1 , 0 ) = [ 1 0 1 1 ] and f ( 0 , 1 ) = [ 0 2 1 0 ]
Now the problematic part, ever since when caltulating matrix from vectors R n R m the approach is to transpose images of standard base ( f ( 1 , 0 , . . . , 0 ) T | f ( 0 , 1 , . . . , 0 ) T | f ( 0 , 0 , . . . , 1 ) T ). We can solve the R M a t problem by using ( A T | B T | C T . . . ), of course, but is there any way how to shrink the vector so we can succeed something like ( A T | B T | C T . . . )?

Answer & Explanation

trabadero2l

trabadero2l

Beginner2022-09-10Added 15 answers

f is a linear transformation from a vector space of dimension 2 to vector space of dimension 4, so its matrix will be of the order 4 × 2. Now the basis of the space of Matrices of order 2 × 2 is { e 11 , e 12 , e 21 , e 22 }} where e i j = 1 at the i j th th entry and 0 at all other places. So f ( 1 , 0 ) = e 11 + e 21 + e 22 and f ( 0 , 1 ) = 2 e 12 + e 21 so from here your matrix will be
[ 1 0 0 2 1 1 1 0 ] .

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