Math Problem Statement
Which of the following set of vectors forms a basis of of vector space V3(R)
Question 1Answer
a. {(1,0,0),(1,1,0),(1,1,1)}
b. {(1,0,1),(0,1,0),(1,1,1)}
c. {(1,0,0),(0,1,0),(1,1,0)}
d. None of these
Solution
To determine which of the given sets of vectors forms a basis for the vector space , we need to check if the vectors in each set are linearly independent and if there are exactly three vectors (since the dimension of is 3). If both conditions are satisfied, the set forms a basis.
Checking Linearity Independence:
For a set of vectors , the vectors are linearly independent if the only solution to the equation:
is .
This can be checked by forming a matrix with these vectors as rows or columns and checking if the determinant of this matrix is non-zero. If the determinant is non-zero, the vectors are linearly independent.
Let's check each option:
Option a:
The matrix formed by these vectors is:
1 & 0 & 0 \\ 1 & 1 & 0 \\ 1 & 1 & 1 \\ \end{pmatrix}$$ To check if these vectors are linearly independent, we calculate the determinant of this matrix: $$\text{det} = 1\left(1 \cdot 1 - 0 \cdot 1\right) - 0\left(1 \cdot 1 - 0 \cdot 1\right) + 0\left(1 \cdot 1 - 1 \cdot 1\right) = 1 \cdot 1 = 1 \neq 0$$ Since the determinant is non-zero, the vectors are linearly independent. ### Option b: $$\{(1,0,1),(0,1,0),(1,1,1)\}$$ The matrix formed by these vectors is: $$\begin{pmatrix} 1 & 0 & 1 \\ 0 & 1 & 0 \\ 1 & 1 & 1 \\ \end{pmatrix}$$ We calculate the determinant: $$\text{det} = 1\left(1 \cdot 1 - 0 \cdot 1\right) - 0\left(0 \cdot 1 - 1 \cdot 1\right) + 1\left(0 \cdot 1 - 1 \cdot 1\right) = 1 \cdot 1 - 1 \cdot 1 = 0$$ Since the determinant is zero, the vectors are **not** linearly independent. ### Option c: $$\{(1,0,0),(0,1,0),(1,1,0)\}$$ The matrix formed by these vectors is: $$\begin{pmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 1 & 1 & 0 \\ \end{pmatrix}$$ We calculate the determinant: $$\text{det} = 1\left(1 \cdot 0 - 0 \cdot 1\right) - 0\left(0 \cdot 0 - 0 \cdot 1\right) + 0\left(0 \cdot 1 - 1 \cdot 1\right) = 1 \cdot 0 = 0$$ Since the determinant is zero, the vectors are **not** linearly independent. ### Conclusion: The only set of vectors that forms a basis for $$V_3(\mathbb{R})$$ is **Option a**. So, the correct answer is: **a. $$\{(1,0,0),(1,1,0),(1,1,1)\}$$** Would you like more details, or do you have any questions? Here are some related questions: 1. How do you determine if a set of vectors spans a vector space? 2. What does it mean for vectors to be linearly independent? 3. Can two vectors ever form a basis for $$V_3(\mathbb{R})$$? 4. How can you check if a set of vectors forms a basis using the rank of a matrix? 5. What is the significance of the determinant in determining linear independence? **Tip:** If the determinant of a matrix formed by vectors is zero, the vectors are linearly dependent and do not form a basis.Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Basis
Formulas
Determinant of a Matrix
Theorems
Linear Independence
Suitable Grade Level
Undergraduate
Related Recommendation
Determine if a Set of Vectors is a Basis for ℝ^3
Linear Independence and Basis Determination for R^2 Using Determinants
Determining if Vector Sets Form a Basis in R3
Verify Basis of R^3 with Vectors (1, -1, 2), (1, 1, 1), and (-1, 0, 1)
Prove Basis and Find Coordinates in Vector Space using Cramer's Rule