Math Problem Statement
show that B={u,v,w} where u=(1,-1,2), v=(1,1,1) and w=(-1,0,1) is a basis of R^3
Solution
To show that the set where:
is a basis of , we need to demonstrate two things:
- Linear Independence: The vectors are linearly independent.
- Span: The vectors span .
Step 1: Check Linear Independence
To check if the vectors are linearly independent, we set up the equation:
where is the zero vector in . Substituting the vectors:
This leads to the following system of linear equations:
c_1 + c_2 - c_3 = 0 \\ -c_1 + c_2 = 0 \\ 2c_1 + c_2 + c_3 = 0 \end{cases}$$ We can write this system in matrix form as: $$\begin{bmatrix} 1 & 1 & -1 \\ -1 & 1 & 0 \\ 2 & 1 & 1 \end{bmatrix} \begin{bmatrix} c_1 \\ c_2 \\ c_3 \end{bmatrix} = \begin{bmatrix} 0 \\ 0 \\ 0 \end{bmatrix}$$ To check for linear independence, we need to determine if the only solution to this system is $$c_1 = c_2 = c_3 = 0$$. #### Row Reduction to Echelon Form Let's perform Gaussian elimination to reduce the matrix to echelon form: $$\begin{bmatrix} 1 & 1 & -1 \\ -1 & 1 & 0 \\ 2 & 1 & 1 \end{bmatrix}$$ 1. **Add the first row to the second row**: $$\begin{bmatrix} 1 & 1 & -1 \\ 0 & 2 & -1 \\ 2 & 1 & 1 \end{bmatrix}$$ 2. **Subtract 2 times the first row from the third row**: $$\begin{bmatrix} 1 & 1 & -1 \\ 0 & 2 & -1 \\ 0 & -1 & 3 \end{bmatrix}$$ 3. **Add $$\frac{1}{2}$$ times the second row to the third row**: $$\begin{bmatrix} 1 & 1 & -1 \\ 0 & 2 & -1 \\ 0 & 0 & \frac{5}{2} \end{bmatrix}$$ Since the matrix is now in echelon form and there is a pivot (leading entry) in every column, the only solution to the system is $$c_1 = 0, c_2 = 0, c_3 = 0$$. Thus, the vectors are linearly independent. ### Step 2: Check Span To check if $$B = \{\mathbf{u}, \mathbf{v}, \mathbf{w}\}$$ spans $$\mathbb{R}^3$$, we need to verify that any vector $$\mathbf{x} = (x_1, x_2, x_3) \in \mathbb{R}^3$$ can be written as a linear combination of $$\mathbf{u}, \mathbf{v}, \mathbf{w}$$. Since there are 3 linearly independent vectors in $$\mathbb{R}^3$$, they automatically span $$\mathbb{R}^3$$. ### Conclusion Since the set $$B = \{\mathbf{u}, \mathbf{v}, \mathbf{w}\}$$ consists of three linearly independent vectors in $$\mathbb{R}^3$$ and there are three dimensions in $$\mathbb{R}^3$$, the set $$B$$ is a basis for $$\mathbb{R}^3$$. Would you like more details or have any questions? ### Related Questions: 1. How do you determine if a set of vectors spans a vector space? 2. What is the significance of a basis in a vector space? 3. How can we find the coordinate vector of a vector relative to a given basis? 4. What is the geometric interpretation of linearly independent vectors? 5. Can a set of more than three vectors be a basis for $$\mathbb{R}^3$$? ### Tip: To quickly check if a set of vectors is a basis, you can form a matrix with the vectors as columns and check if the matrix is invertible (i.e., has a non-zero determinant).Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Basis
Formulas
Linear combination
Theorems
Basis theorem
Suitable Grade Level
College
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