Math Problem Statement

Consider the following. x =

4

0 −4 , basis B =

1

0 0 ,

0

1 0 ,

0

0 1

, basis C =

1

1 1 ,

0

1 1 ,

0

0 1

in ℝ3 (a) Find the coordinate vectors [x]

basis B and [x]

basis C of x with respect to the bases basis B and basis C, respectively.

Solution

To find the coordinate vectors [x]B[x]_B and [x]C[x]_C of xx with respect to the bases BB and CC, we need to express xx in terms of each basis.

Given

x=(404)x = \begin{pmatrix} 4 \\ 0 \\ -4 \end{pmatrix}

Basis BB:

B={(100),(010),(001)}B = \left\{ \begin{pmatrix} 1 \\ 0 \\ 0 \end{pmatrix}, \begin{pmatrix} 0 \\ 1 \\ 0 \end{pmatrix}, \begin{pmatrix} 0 \\ 0 \\ 1 \end{pmatrix} \right\}

Basis CC:

C={(111),(011),(001)}C = \left\{ \begin{pmatrix} 1 \\ 1 \\ 1 \end{pmatrix}, \begin{pmatrix} 0 \\ 1 \\ 1 \end{pmatrix}, \begin{pmatrix} 0 \\ 0 \\ 1 \end{pmatrix} \right\}

Step-by-Step Solution

(a) Finding [x]B[x]_B:

Since basis BB is the standard basis of R3\mathbb{R}^3, the coordinates of xx in this basis are simply the components of xx. Thus, [x]B=(404)[x]_B = \begin{pmatrix} 4 \\ 0 \\ -4 \end{pmatrix}

(b) Finding [x]C[x]_C:

To find [x]C[x]_C, we need to solve the equation: x=c1(111)+c2(011)+c3(001)x = c_1 \begin{pmatrix} 1 \\ 1 \\ 1 \end{pmatrix} + c_2 \begin{pmatrix} 0 \\ 1 \\ 1 \end{pmatrix} + c_3 \begin{pmatrix} 0 \\ 0 \\ 1 \end{pmatrix}

This can be written as a system of linear equations: (404)=c1(111)+c2(011)+c3(001)\begin{pmatrix} 4 \\ 0 \\ -4 \end{pmatrix} = c_1 \begin{pmatrix} 1 \\ 1 \\ 1 \end{pmatrix} + c_2 \begin{pmatrix} 0 \\ 1 \\ 1 \end{pmatrix} + c_3 \begin{pmatrix} 0 \\ 0 \\ 1 \end{pmatrix}

Breaking it down into equations:

c_1 = 4 \\ c_1 + c_2 = 0 \\ c_1 + c_2 + c_3 = -4 \\ \end{cases}$$ Solving these equations step-by-step: 1. From the first equation: $$c_1 = 4$$ 2. Substitute $$c_1 = 4$$ into the second equation: $$4 + c_2 = 0 \Rightarrow c_2 = -4$$ 3. Substitute $$c_1 = 4$$ and $$c_2 = -4$$ into the third equation: $$4 - 4 + c_3 = -4 \Rightarrow c_3 = -4$$ So, the coordinate vector $$[x]_C$$ is: $$[x]_C = \begin{pmatrix} 4 \\ -4 \\ -4 \end{pmatrix}$$ ### Summary 1. The coordinate vector $$[x]_B$$ with respect to basis $$B$$ is: $$[x]_B = \begin{pmatrix} 4 \\ 0 \\ -4 \end{pmatrix}$$ 2. The coordinate vector $$[x]_C$$ with respect to basis $$C$$ is: $$[x]_C = \begin{pmatrix} 4 \\ -4 \\ -4 \end{pmatrix}$$ Would you like details or have any questions? Here are 8 related questions that expand on this information: 1. How do you find the coordinate vector of a point with respect to a given basis? 2. What is the standard basis in $$\mathbb{R}^3$$? 3. How do you solve a system of linear equations to find the coordinates in a different basis? 4. What is the geometric interpretation of changing bases in $$\mathbb{R}^3$$? 5. How do you verify if a set of vectors forms a basis for $$\mathbb{R}^3$$? 6. What are the properties of a basis in vector space? 7. How can you transform coordinates from one basis to another? 8. What is the significance of the coordinate vectors in applications such as computer graphics? **Tip:** Always ensure the new basis vectors are linearly independent to form a valid basis for the vector space.

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Math Problem Analysis

Mathematical Concepts

Vector Spaces
Coordinate Vectors
Change of Basis

Formulas

-

Theorems

-

Suitable Grade Level

Advanced Undergraduate