[Linear Algebra] Matrix Transformations

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SUMMARY

This discussion focuses on matrix transformations in linear algebra, specifically addressing problems related to finding transition matrices between bases B and B'. The user expresses confusion regarding the solutions for problems #15a and #15b, particularly the use of the inverse matrix P^-1 and the differences in results when calculating BB' versus B'B. The discussion emphasizes the importance of understanding how transformation matrices operate and the composition of transformations through matrix multiplication.

PREREQUISITES
  • Understanding of matrix operations, including multiplication and inversion.
  • Familiarity with basis transformations in linear algebra.
  • Knowledge of the concepts of transition matrices and their applications.
  • Proficiency in interpreting and solving linear algebra problems involving matrices.
NEXT STEPS
  • Study the properties of inverse matrices, particularly in the context of linear transformations.
  • Learn about the composition of linear transformations and how to derive transition matrices.
  • Explore the concept of basis change in linear algebra and its implications for matrix representation.
  • Practice solving problems involving matrix transformations, focusing on both B to B' and B' to B transitions.
USEFUL FOR

Students of linear algebra, educators teaching matrix transformations, and anyone preparing for exams involving matrix operations and basis changes.

SpaceMonkeyCaln
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Homework Statement
https://prnt.sc/riq7m0
Relevant Equations
Gauss Jordan
Evening,

The reason for this post is because as the title suggests, I have a question concerning matrix transformation. These are essentially test prep problems and I am quite stuck to be honest.

Here are the [questions](https://prnt.sc/riq7m0) and here are the [answers](https://prnt.sc/riq8b6).

For problem **#14**, pretty simple. [Here](https://prnt.sc/riqb0v) is my solution.

Now, for problem **#15a**, I'm confused. The solution states and solves for P^-1 . How and why? Shouldn't #14 and #15a share the same answer of P given i am simply asked to find the transition matrix from the basis B to the basis B'? And even then, i didn't find the given answer to be the inverse of P so how exactly can i go about solving this.?

As for problem **#15b**, i tried doing the reverse of problem #14 as i now am asked to solve BB' rather than B'B. So, in solving BB', i got an answer that doesn't resemble the given answer in the slightest. Not sure what I'm doing wrong.

Seems i have my whole concept of how to go about transformations misconstrued. Please help. Any comments/suggestions would be greatly appreciated. Thank you in advance and good day. Cheers!)
 
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Consider how you would map the standard basis \left\{ \left[\begin{array}{c} 1\\0 \end{array}\right], \left[\begin{array}{c} 0\\1 \end{array}\right]\right\}to either B or B' and then back again.
Then note that these transformations can be composed by multiplying the transformation matrices.
So Transform From B to Standard Basis and then to B' (and then the reverse).

Secondly note that left multiplication by a square matrix transforms column vectors and columns of a general matrix in the same way. So you can transform both basis vectors by forming their columns into a 2x2 matrix and left multiplying by your transformation matrix. T\cdot B_1 = B_2 as a product of two square matrices forming a square matrix.
 
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