Algebra Help: Finding Change-of-Basis Matrices and Vectors

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In summary, finding change-of-basis matrices and vectors in algebra involves converting between different coordinate systems by using a change-of-basis matrix, which is a square matrix that represents the transformation between the original and new coordinate systems. This process allows for easier manipulation and understanding of vectors in different coordinate systems, and can be useful in solving a variety of mathematical problems. To find a change-of-basis matrix, one must first determine the basis vectors for each coordinate system and then use them to create a transformation matrix. This matrix can then be used to convert between vectors in the original and new coordinate systems.
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JaysFan31

Homework Statement


I'm working on change-of-basis matrices and vector spaces.

I have B=(1+x+x^2+x^3, 1+x+x^2, 1+x, 1) and C=(1+x^2, 1+x+2x^2, 1+4x+5x^2+x^3, -2+2x-x^2+5x^3).

Also, p(x)=3-8x+2x^2-6x^3.

I need to find [p]subscriptB and [p]subscriptC.

I need to show that the change of basis matrix from C to B times [p]subB=[p]subC and it doesn't work. I know the change of basis matrices.


Homework Equations


Nothing relevant that I can think of. It's probably what I'm missing. What exactly is the equation/formula for [p]subscriptB and [p]subscriptC?


The Attempt at a Solution


Here's my work for finding [p]subscript B:
I have the equation p(x)=3-8x+2x^2-6x^3 and B=(1+x+x^2+x^3, 1+x+x^2, 1+x, 1).
I said a(1+x+x^2+x^3)+b(1+x+x^2)+c(1+x)+d=3-8x+2x^2-6x^3.
I solved for a,b,c,d and got:
a=-6
b+a=2
a+b+c=-8
a+b+c+d=3

Thus, a=-6, b=8, c=-10, d=11.

So I said that [p]subscriptB is the vector:
[-6
8
-10
11]
, but this is obviously not right.

Any help or guidance would be greatly appreciated.
 
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  • #2



Dear student,

Thank you for your post. You are on the right track with your approach to finding [p]subscriptB. However, there are a few errors in your calculations.

Firstly, when you solved for a, b, c, and d, you made a mistake in the third equation. It should be a+b+c=-8, not a+b+c+d=-8. This mistake carries over to your calculated values for b, c, and d.

Secondly, the vector [p]subscriptB should be a column vector, not a row vector. This means that the values should be arranged vertically, not horizontally.

Lastly, when calculating [p]subscriptC, you need to use the change of basis matrix from B to C, not from C to B. This is because you are converting from the basis B to the basis C, not the other way around.

I hope this helps you in finding the correct values for [p]subscriptB and [p]subscriptC. Remember to pay attention to the order of operations and to use the correct change of basis matrix. Good luck with your work!
 

FAQ: Algebra Help: Finding Change-of-Basis Matrices and Vectors

What is a change-of-basis matrix?

A change-of-basis matrix is a square matrix that represents the transformation between two different coordinate systems. It allows us to convert vectors from one basis to another.

How do you find the change-of-basis matrix?

To find the change-of-basis matrix, you need to first determine the basis vectors for both coordinate systems. Then, you can use these vectors to create a matrix where the columns are the basis vectors for the new coordinate system written in terms of the old coordinate system.

What is the purpose of finding the change-of-basis matrix?

The purpose of finding the change-of-basis matrix is to make it easier to work with vectors in different coordinate systems. It allows us to convert between coordinate systems and perform calculations without having to manually convert each vector.

How do you use the change-of-basis matrix to transform a vector?

To transform a vector using the change-of-basis matrix, you simply multiply the vector by the matrix. The resulting vector will be in the new coordinate system.

Are there any important properties of the change-of-basis matrix?

Yes, the change-of-basis matrix is always invertible, meaning it has a unique inverse matrix that can be used to convert vectors back to their original coordinate system. Additionally, the determinant of the change-of-basis matrix is always equal to 1 or -1.

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