Find a transition matrix from bases problem

In summary: That is the first column of the transition matrix. Do the same thing for the second and third columns.
  • #1
proctortom
12
0

Homework Statement



I have 2 bases, a = {1, x, x^2} and b = {-2 - 2x + 3x^2 , 1 + 2x - x^2 , -1 - x + 2x^2} of P2.

Find the transition matrix Pab.

How is this done??

Homework Equations


Since this is Linear Algebra, there aren't really any relevant "Equations" as such. More logic based. Right?

The Attempt at a Solution



I am quite muddled. Best I could get was to make [v]s = [1; 1; 1] (Thats a vertical matrix of 1s)

Not quite sure where to go from here.
 
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  • #2
You are mapping form a 3 dimensional space to a 3 dimensional space (actually P2 to itself but using different bases so you are treating P2 as two different spaces) so you want a 3 by 3 matrix.

Any vector in P2 is of the form ux^2+ vx+ w so can be written as u(1)+ v(x)+ w(x^2) where I have put parentheses to show the basis vectors. Changing to basis b would mean finding numbers p, q, and r so that ux^2+ vx+ w= p(-2 - 2x + 3x^2)+ q(1 + 2x - x^2)+ r(-1 - x + 2x^2).

The simplest way to find the transition matrix is to determine how to write each of the vectors in basis a in terms of basis b and use those coefficients as columns in the matrix.
For example, the first vector in basis a is "1" so we want to find p, q, and r such that
1= p(-2 - 2x + 3x^2)+ q(1 + 2x - x^2)+ r(-1 - x + 2x^2). That is the same as
1= -2p- 3px+ 3px^2+ q+ 2qx- qx^2- r- rx+ 2rx^2= (-2p +q- r)+ (-3p+ 2q- r)x+ (3p- q+ 2r)x^2. For that to be true for all x we must have -2p+ q- r= 1, -3p+ 2q- r= 0, and 3p- q+ 2r= 0. Solve those three equations for p, q, and r.
 

Related to Find a transition matrix from bases problem

What is a transition matrix?

A transition matrix is a mathematical tool used to represent the relationship between two different bases for the same vector space. It allows for the conversion of coordinates from one basis to another.

Why is finding a transition matrix important?

Finding a transition matrix is important because it allows for the efficient and accurate conversion of coordinates from one basis to another. This is especially useful in applications where different bases are used to describe the same physical system.

How do you find a transition matrix from two bases?

To find a transition matrix from two bases, you first need to express the vectors in each basis as column vectors. Then, form a matrix by placing the vectors from the second basis as the columns of the matrix. Finally, multiply this matrix by the inverse of the matrix formed by the vectors in the first basis.

What are some common applications of transition matrices?

Transition matrices are commonly used in linear algebra, quantum mechanics, and computer graphics. They are also used in fields such as economics, physics, and engineering for analyzing and manipulating data.

What are the properties of a transition matrix?

A transition matrix is a square matrix, meaning it has the same number of rows and columns. It is also invertible, meaning it has a unique inverse matrix that can be used to convert coordinates back to the original basis. Additionally, the product of a transition matrix and its inverse is the identity matrix.

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