Find a transition matrix from bases problem

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SUMMARY

The discussion focuses on finding the transition matrix \( P_{ab} \) between two bases in the polynomial space \( P_2 \). The bases are defined as \( a = \{1, x, x^2\} \) and \( b = \{-2 - 2x + 3x^2, 1 + 2x - x^2, -1 - x + 2x^2\} \). To construct the transition matrix, one must express each vector in basis \( a \) as a linear combination of the vectors in basis \( b \) and use the coefficients from these combinations as the columns of the matrix. The solution involves solving a system of equations derived from equating coefficients of the polynomial expressions.

PREREQUISITES
  • Understanding of polynomial spaces, specifically \( P_2 \)
  • Familiarity with linear combinations and vector spaces
  • Ability to solve systems of linear equations
  • Knowledge of transition matrices in linear algebra
NEXT STEPS
  • Study the concept of transition matrices in linear algebra
  • Learn how to express vectors in one basis in terms of another basis
  • Practice solving systems of linear equations using methods such as substitution or elimination
  • Explore applications of polynomial spaces in various mathematical contexts
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Students of linear algebra, mathematicians working with polynomial spaces, and educators teaching transition matrices and vector spaces.

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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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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.
 

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