Unknown Transformation Machine

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Homework Help Overview

The problem involves an unknown transformation machine T that maps vectors from R^4 to R^3. The original poster has two known vectors, U and V, and their corresponding outputs from T, but seeks to understand how to determine the transformation T itself.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the dimensionality of the transformation matrix and the implications of having only two known vectors. Questions arise about the sufficiency of information to fully determine T and the need for additional independent vectors.

Discussion Status

The discussion is exploring the limitations of the provided information regarding the transformation. Participants are questioning whether the known vectors are sufficient to determine the transformation matrix and are considering the implications of the dimensionality of the spaces involved.

Contextual Notes

There is a focus on the fact that R^4 has a dimension of 4, while the two known vectors can only span a subspace of dimension 2, raising questions about the completeness of the information available to solve for T.

JoelN
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Homework Statement



You have a unknown Transformation machine T. that transforms from R^4 --> R^3

Vectors U and V are known and the output from T is also known.

Can You calculate the values of T?

Homework Equations


[/B]
What values/information is needed to calcuate T ?

The Attempt at a Solution



I can solve any Vector that is a linear combination of vectors U and/or V but the book doesn't say how to solve what T is and the problem doesn't need it either only to see if you can solve given vectors using linear comb of U and/or V but I am still curious.
Maybe it cannot be solved or if it can its higher mathematics.
 
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The question you posed under "relevant equations" is not a relevant equation. How would you get the transformed vector if you knew the matrix components of the transformation? What are the dimensions of the transformation matrix T?
 
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ehild said:
The question you posed under "relevant equations" is not a relevant equation. How would you get the transformed vector if you knew the matrix components of the transformation? What are the dimensions of the transformation matrix T?

a R^4 --> R^3 Transformer is a 3X4 Matrix, i only know 2 values of 2 linearly independent vectors after going through T. Can i calculate T or do i need more information?
 
How many equations do you have for those 3x4 unknowns?
 
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ehild said:
How many equations do you have for those 3x4 unknowns?

only 2 vectors before and after going through T
 
You know what the transformation does with the subspace spanned by the given U and V vectors, but do not know what happens with the other vectors. Can you fully determine T?
 
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R^4 has dimension 4 and u and v, even if they are independent can only span a subspace of dimension 2 (dimension 1 if they are dependent). You need to know what T, applied to two more independent vectors would give in order to completely determine T.
 
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ehild said:
You know what the transformation does with the subspace spanned by the given U and V vectors, but do not know what happens with the other vectors. Can you fully determine T?

HallsofIvy said:
R^4 has dimension 4 and u and v, even if they are independent can only span a subspace of dimension 2 (dimension 1 if they are dependent). You need to know what T, applied to two more independent vectors would give in order to completely determine T.

thanks to both.
 

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