Math Problem Statement

Compute the change of basis matrices for the vector space P_2, where the bases are given as B = {-1 + x - x^2, 1 + x^2, 1 + x} and C = {-2 - x - x^2, -2 - x^2, 3 + x + 2x^2}. Find the change of basis matrix from B to C and from C to B.

Solution

Problem Analysis

The task is to compute the change of basis matrices for the vector space P2P_2, the space of polynomials of degree 2\leq 2. We are given two bases:

  1. Basis B={1+xx2,1+x2,1+x}B = \{-1 + x - x^2, \, 1 + x^2, \, 1 + x \}
  2. Basis C={2xx2,2x2,3+x+2x2}C = \{-2 - x - x^2, \, -2 - x^2, \, 3 + x + 2x^2\}

Questions

(a) Find the change of basis matrix from BB to CC, denoted [id]CB[\text{id}]_C^B.

(b) Find the change of basis matrix from CC to BB, denoted [id]BC[\text{id}]_B^C.


Solution Steps

1. Representation of Basis Vectors of BB in Terms of CC

To find [id]CB[\text{id}]_C^B, we express each basis vector of BB as a linear combination of the basis vectors of CC. That is, for b1,b2,b3Bb_1, b_2, b_3 \in B and c1,c2,c3Cc_1, c_2, c_3 \in C: bi=ai1c1+ai2c2+ai3c3for i=1,2,3.b_i = a_{i1} c_1 + a_{i2} c_2 + a_{i3} c_3 \quad \text{for } i = 1, 2, 3. The coefficients aija_{ij} form the columns of [id]CB[\text{id}]_C^B.

2. Solving the System of Equations

For each bib_i, solve the system of equations resulting from equating bib_i to a combination of c1,c2,c3c_1, c_2, c_3. Use the coefficients of 1,x,x21, x, x^2 in each polynomial to create and solve the system.

3. Find [id]BC[\text{id}]_B^C

The matrix [id]BC[\text{id}]_B^C is the inverse of [id]CB[\text{id}]_C^B.


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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Change of Basis
Vector Spaces
Polynomials
Matrix Representation

Formulas

Linear combination of basis vectors
Matrix inverse for change of basis

Theorems

Change of Basis Theorem
Linear Transformation

Suitable Grade Level

Grades 11-12