Finding matrix relative to different bases

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SUMMARY

The matrix for the linear transformation T: V -> R2, relative to the basis B = {b1, b2, b3} and the standard basis for R2, is M = |2 -4 5| |0 -1 3|. This matrix is derived from the transformation of the basis vectors b1, b2, and b3 into R2, resulting in the specified linear combinations. The solution confirms that the transformation is correctly represented by the matrix M, which aligns with the provided equations and definitions.

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  • Understanding of linear transformations
  • Familiarity with matrix representation of transformations
  • Knowledge of vector spaces and bases
  • Proficiency in matrix operations
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  • Study the concept of basis transformations in linear algebra
  • Learn about the properties of linear transformations and their matrices
  • Explore the implications of changing bases in vector spaces
  • Investigate the application of matrix M in solving linear equations
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Students of linear algebra, educators teaching vector space concepts, and anyone interested in understanding linear transformations and their matrix representations.

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Homework Statement



Let B = {b1, b2, b3} be a basis for a vector space V and T : V -> R2 be a linear transformation with the property that

T(x1b1 + x2b2 + x3b3) =

2x1 - 4x2 + 5x3
0x1 - 1x2 + 3x3

Find the matrix for T relative to B and the standard basis for R2.

Homework Equations



[T(x)]C = M[x]B

Where M = [[T[b1)]C [T(b2)]C ... [[T(bn)]C

This matrix M is known as the matrix for T relative to the Bases B and C.



The Attempt at a Solution



[T(x)]C =

2x1 - 4x2 + 5x3
0x1 - 1x2 + 3x3

If [xB] =

|x1|
|x2|
|x3|

Then M =

|2 -4 5|
|0 -1 3|

Is this correct?
 
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feinm1 said:
Is this correct?
Yes, this is just a problem to check if you have understood the concept since they basically gave you the solution. A good way to do these is to check what the standard basis vectors would become, e1 becomes the first column, e2 the second etc. Also always make sure that you are transforming them in the right direction, it is quite easy to mess that up if you don't think while doing this.
 

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