Compositions of Linear Transformations

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SUMMARY

The discussion focuses on the composition of linear transformations S and T, specifically S ◦ T, which maps from P4 to R2. The transformation T is defined as T: P4 → M2x2, producing a 2x2 matrix from a polynomial, while S: M2x2 → R2 reduces this matrix to a vector in R2. The participants clarify the need to express the composition correctly and suggest using proper notation for polynomials to enhance readability. The correct computation of the matrix [S ◦ T]B′′,B is emphasized as a key outcome of the discussion.

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  • Knowledge of matrix operations and dimensions
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Dgray101
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Homework Statement



(ii) S ◦ T will be a linear transformation from P4 to R2. Write a formula for the value S(T (a4t4 + a3t3 + a2t2 + a1t + a0)) using the given formulas for T,S and use this to compute the matrix [S ◦T]B′′,B. (10p)

B'' = {e1 e2}
B' = {t4, t3, t2, t,1}

T: P4--> M2x2
T(a4t4 + a3t3 + a2t2 + a1t + a0) = ( (a0 +a4 +2a2) (-a1 + a3 - a2) )
( (a1+a3+a2) (a0-a4) )

S:M2x2 ---> R2
S( x1A1 + x2A2 +x3A3 + x4A4 ) = (x1 +x2)
(x3-x4)

Where A1=[1 0 ,0 -1] A2= [ 1 0, 0 1] A3= [0 1, -1 0] A4 = [0 1, 1 0]

Homework Equations


The Attempt at a Solution

I don't quite understand how we can get the linear transformation S(T) so be in the desired form. Because we get S ( 2x2 matrix) but the definition of S is not this?
 
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Dgray101 said:

Homework Statement



(ii) S ◦ T will be a linear transformation from P4 to R2. Write a formula for the value S(T (a4t4 + a3t3 + a2t2 + a1t + a0)) using the given formulas for T,S and use this to compute the matrix [S ◦T]B′′,B. (10p)

B'' = {e1 e2}
B' = {t4, t3, t2, t,1}

T: P4--> M2x2
T(a4t4 + a3t3 + a2t2 + a1t + a0) = ( (a0 +a4 +2a2) (-a1 + a3 - a2) )
( (a1+a3+a2) (a0-a4) )

S:M2x2 ---> R2
S( x1A1 + x2A2 +x3A3 + x4A4 ) = (x1 +x2)
(x3-x4)

Where A1=[1 0 ,0 -1] A2= [ 1 0, 0 1] A3= [0 1, -1 0] A4 = [0 1, 1 0]

Homework Equations





The Attempt at a Solution




I don't quite understand how we can get the linear transformation S(T) so be in the desired form. Because we get S ( 2x2 matrix) but the definition of S is not this?

If you are sure you have copied the problem correctly, then there is a problem in how it is stated. S ° T makes no sense, but T ° S does make sense. Maybe that's what they're really asking for.

BTW, at the very least use ^ to indicate exponents. Instead of writing a4t4 + a3t3 + a2t2 + a1t + a0, you can write this: a4t^4 + a3t^3 + a2t^2 + a1t + a0.

Even better, click the Go Advanced button below the text entry area. This opens an advanced menu across the top. Use the X2 button to create exponents, and the X2 button to create subscripts.

Here is your polynomial with subscripts and exponents: a4t4 + a3t3 + a2t2 + a1t + a0. It takes a little extra time, but makes what you right much more readable.
 

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