Math Problem Statement

Find the change-of-coordinates matrix from basis C to basis B where: B = { [2 1], [3 1] } and C = { [4 0], [18 7] } are bases for R^2.

Solution

The problem is asking to find the change-of-coordinates matrix from basis CC to basis BB for R2\mathbb{R}^2.

We are given two bases:

  • B={(21),(31)}B = \left\{ \begin{pmatrix} 2 \\ 1 \end{pmatrix}, \begin{pmatrix} 3 \\ 1 \end{pmatrix} \right\}
  • C={(40),(187)}C = \left\{ \begin{pmatrix} 4 \\ 0 \end{pmatrix}, \begin{pmatrix} 18 \\ 7 \end{pmatrix} \right\}

Steps to find the change-of-coordinates matrix:

  1. Express the vectors in CC in terms of the vectors in BB.

    • We need to solve for scalars a1,a2a_1, a_2 such that: (40)=a1(21)+a2(31)\begin{pmatrix} 4 \\ 0 \end{pmatrix} = a_1 \begin{pmatrix} 2 \\ 1 \end{pmatrix} + a_2 \begin{pmatrix} 3 \\ 1 \end{pmatrix}
      • This gives a system of linear equations.

    Similarly, find b1,b2b_1, b_2 such that: (187)=b1(21)+b2(31)\begin{pmatrix} 18 \\ 7 \end{pmatrix} = b_1 \begin{pmatrix} 2 \\ 1 \end{pmatrix} + b_2 \begin{pmatrix} 3 \\ 1 \end{pmatrix}

  2. Solve the systems of equations. These will give the coordinates of the vectors in CC in terms of the basis BB.

  3. Form the change-of-coordinates matrix. The matrix is formed by placing the coordinates of each vector from CC in terms of BB as columns of the matrix.

I'll now calculate these steps for you:

For the first vector in CC, (40)\begin{pmatrix} 4 \\ 0 \end{pmatrix}:

a1(21)+a2(31)=(40)a_1 \begin{pmatrix} 2 \\ 1 \end{pmatrix} + a_2 \begin{pmatrix} 3 \\ 1 \end{pmatrix} = \begin{pmatrix} 4 \\ 0 \end{pmatrix}

  • First equation (from x-components): 2a1+3a2=42a_1 + 3a_2 = 4
  • Second equation (from y-components): a1+a2=0a_1 + a_2 = 0

From the second equation, we have a1=a2a_1 = -a_2.

Substitute into the first equation: 2(a2)+3a2=42a2+3a2=4a2=42(-a_2) + 3a_2 = 4 \quad \Rightarrow \quad -2a_2 + 3a_2 = 4 \quad \Rightarrow \quad a_2 = 4 Therefore, a1=4a_1 = -4.

So, (40)\begin{pmatrix} 4 \\ 0 \end{pmatrix} in terms of BB is (44)\begin{pmatrix} -4 \\ 4 \end{pmatrix}.

For the second vector in CC, (187)\begin{pmatrix} 18 \\ 7 \end{pmatrix}:

b1(21)+b2(31)=(187)b_1 \begin{pmatrix} 2 \\ 1 \end{pmatrix} + b_2 \begin{pmatrix} 3 \\ 1 \end{pmatrix} = \begin{pmatrix} 18 \\ 7 \end{pmatrix}

  • First equation: 2b1+3b2=182b_1 + 3b_2 = 18
  • Second equation: b1+b2=7b_1 + b_2 = 7

From the second equation, b1=7b2b_1 = 7 - b_2.

Substitute into the first equation: 2(7b2)+3b2=18142b2+3b2=18b2=42(7 - b_2) + 3b_2 = 18 \quad \Rightarrow \quad 14 - 2b_2 + 3b_2 = 18 \quad \Rightarrow \quad b_2 = 4 Thus, b1=3b_1 = 3.

So, (187)\begin{pmatrix} 18 \\ 7 \end{pmatrix} in terms of BB is (34)\begin{pmatrix} 3 \\ 4 \end{pmatrix}.

Final Change-of-Coordinates Matrix:

The change-of-coordinates matrix from CC to BB is given by: PCB=(4344)P_{C \to B} = \begin{pmatrix} -4 & 3 \\ 4 & 4 \end{pmatrix}

Would you like a detailed explanation of any part of the process or have any specific questions?

Here are 5 related questions to think about:

  1. How do we verify if two sets of vectors form a basis for R2\mathbb{R}^2?
  2. What is the inverse of the change-of-coordinates matrix PCBP_{C \to B}?
  3. How would this process change if we were working in R3\mathbb{R}^3 instead of R2\mathbb{R}^2?
  4. How do we apply the change-of-coordinates matrix to convert a vector from one basis to another?
  5. What properties does the matrix PCBP_{C \to B} need to satisfy to be invertible?

Tip: When solving systems of linear equations, always check if the equations are independent to ensure a unique solution exists!

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Change of Basis
Coordinate Systems

Formulas

Matrix multiplication
System of linear equations

Theorems

Basis transformation
Invertible matrix theorem

Suitable Grade Level

Undergraduate, Linear Algebra course