Math Problem Statement
Solution
To solve this problem, we need to determine which of the vectors and can complete the set to form a basis for .
Given:
A basis for requires three linearly independent vectors. Therefore, we need to check if adding either or to the set will result in a linearly independent set of three vectors.
Steps to Solve:
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Linear Independence Check: Calculate the determinant of the matrix formed by , , and each (for ). If the determinant is non-zero, the vectors are linearly independent and form a basis for .
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Set up Matrices:
- For : 1 & -1 & -1 \\ 2 & 0 & 2 \\ 3 & 1 & 5 \end{vmatrix}$$
- For : 1 & -1 & 0 \\ 2 & 0 & 1 \\ 3 & 1 & 1 \end{vmatrix}$$
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Compute Determinants:
- If the determinant of the first matrix is non-zero, completes the basis.
- If the determinant of the second matrix is non-zero, completes the basis.
Let's compute these determinants:
- Determinant for : 1 & -1 & -1 \\ 2 & 0 & 2 \\ 3 & 1 & 5 \end{vmatrix} = 1 \cdot (0 \cdot 5 - 2 \cdot 1) - (-1) \cdot (2 \cdot 5 - 2 \cdot 3) + (-1) \cdot (2 \cdot 1 - 0 \cdot 3) = -2 + 4 + (-2) = 0$$ Since this determinant is zero, $$w_1$$ does not complete the basis.
- Determinant for : 1 & -1 & 0 \\ 2 & 0 & 1 \\ 3 & 1 & 1 \end{vmatrix} = 1 \cdot (0 \cdot 1 - 1 \cdot 1) - (-1) \cdot (2 \cdot 1 - 1 \cdot 3) + 0 = -1 + 1 \cdot (2 - 3) = -1 + (-1) = -2$$ Since this determinant is non-zero, $$w_2$$ does complete the basis.
Conclusion:
The answer is (b) only .
Would you like a more detailed explanation or have further questions?
Here are 5 related questions to expand your understanding:
- What are the properties of a basis in ?
- How can we determine linear independence using determinants?
- What are the implications if the determinant of a set of vectors is zero?
- How can row reduction help in determining linear independence?
- Why does a basis in require exactly three vectors?
Tip: For a quick check of linear independence, try using the determinant of a matrix formed by the vectors, as a non-zero value confirms independence.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Independence
Vector Spaces
Basis in R^3
Formulas
Determinant of a 3x3 matrix
Theorems
Linear Independence Criterion
Suitable Grade Level
College Level
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