Admiral Ackbar's question at Yahoo Answers (Inverse image of a vector)

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In summary, the question asks for a vector v in ℝ^3 that satisfies the linear transformation T(v) = [4 -2 9]^T given a specific matrix A. The solution involves finding the inverse of A and plugging in the given vector to solve for v.
  • #1
Fernando Revilla
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Here is the question:

Could someone explain this? I need to know it for a test, so it would be great if anyone could help.

A linear transformation T: ℝ^3 --> ℝ^3 has matrix
A =
[ 1 -3 1 ]
[ 2 -8 8 ]
[-6 3 -15 ]
Find a vector v in ℝ^3 that satisfies T(v) = [4 -2 9]^T .

Here is a link to the question:

Find vector that satisfies the linear transformation, linear algebra question, PLEASE HELP? - Yahoo! Answers

I have posted a link there to this topic so the OP can find my response.
 
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  • #2
Hello Admiral Ackbar,

The determinant of the given matrix $A$ is $\det A=108$, so is invertible. We have $$Av=\begin{bmatrix}{4}\\{-2}\\{9}\end{bmatrix}\Leftrightarrow v=A^{-1}\begin{bmatrix}{4}\\{-2}\\{9}\end{bmatrix}=\begin{bmatrix}{1}&{-3}&{1}\\{2}&{-8}&{8}\\{-6}&{3}&{-15}\end{bmatrix}^{-1}\begin{bmatrix}{4}\\{-2}\\{9}\end{bmatrix}=\ldots$$
 

FAQ: Admiral Ackbar's question at Yahoo Answers (Inverse image of a vector)

What is the inverse image of a vector?

The inverse image of a vector is the set of all points that map to a specific vector under a given transformation or function.

Why was Admiral Ackbar's question about the inverse image of a vector asked on Yahoo Answers?

It is likely that Admiral Ackbar, being a fictional character from Star Wars, does not have access to modern technology and resources like real scientists do. Therefore, he turned to a platform like Yahoo Answers to seek an answer to his question.

How is the inverse image of a vector used in scientific research?

The concept of inverse images is used in various fields of science, such as physics, engineering, and computer science. It is particularly useful in studying and analyzing transformations and functions, as well as in data processing and image recognition.

Can you provide an example of the inverse image of a vector?

Imagine a function that takes in a point in 2D space and outputs a vector representing the direction and magnitude of the wind at that point. The inverse image of a specific vector, say (3,4), would be the set of all points on the 2D plane where the wind blows in that direction and with that magnitude.

Are there any limitations to using the inverse image of a vector in scientific research?

One limitation is that the inverse image of a vector is not always well-defined for all functions or transformations. In some cases, it may result in a set that is too large or too small to be useful. Additionally, the inverse image may not be unique, meaning that multiple points can map to the same vector under a given function or transformation.

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