Math Problem Statement
Find a number t such that (3, 1, 4), (2, -3, 5), (5, 9, y) is not linearly independent in R^3
Solution
To find a value of such that the vectors , , and are not linearly independent in , we need to determine when these vectors become linearly dependent.
Step-by-step solution:
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Linear dependence condition: Vectors are linearly dependent if there exist constants , not all zero, such that: In matrix form, this becomes:
3 & 2 & 5 \\ 1 & -3 & 9 \\ 4 & 5 & t \end{pmatrix}$$ We are looking for values of $$t$$ such that the determinant of this matrix is zero, because the determinant of the coefficient matrix being zero implies linear dependence. -
Determinant calculation: The determinant of the matrix is given by:
3 & 2 & 5 \\ 1 & -3 & 9 \\ 4 & 5 & t \end{pmatrix} = 3 \cdot \det \begin{pmatrix} -3 & 9 \\ 5 & t \end{pmatrix} - 2 \cdot \det \begin{pmatrix} 1 & 9 \\ 4 & t \end{pmatrix} + 5 \cdot \det \begin{pmatrix} 1 & -3 \\ 4 & 5 \end{pmatrix}$$ Let's compute these 2x2 determinants step by step. - $$\det \begin{pmatrix} -3 & 9 \\ 5 & t \end{pmatrix} = (-3)(t) - (9)(5) = -3t - 45$$ - $$\det \begin{pmatrix} 1 & 9 \\ 4 & t \end{pmatrix} = (1)(t) - (9)(4) = t - 36$$ - $$\det \begin{pmatrix} 1 & -3 \\ 4 & 5 \end{pmatrix} = (1)(5) - (-3)(4) = 5 + 12 = 17$$ -
Substitute the results into the determinant expression: Simplifying each term: Now combine all the terms: Simplify further:
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Set the determinant equal to zero: For the vectors to be linearly dependent, the determinant must be zero: Solving for :
Conclusion:
The vectors , , and are linearly dependent when .
Would you like any more details on this, or do you have further questions?
Here are 5 follow-up questions:
- What is the geometrical interpretation of linear dependence in ?
- How can we determine if more than three vectors are linearly dependent in ?
- What happens to the determinant when the vectors are linearly independent?
- How do you interpret the determinant of a 2x2 matrix geometrically?
- What is the relationship between the rank of a matrix and the linear dependence of its rows or columns?
Tip: In , if three vectors are linearly dependent, they all lie in the same plane.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Dependence
Determinants
Formulas
Determinant of a 3x3 matrix
Linear dependence condition: c1*v1 + c2*v2 + c3*v3 = 0
Theorems
Linear Dependence Theorem
Matrix Determinant Theorem
Suitable Grade Level
Undergraduate Level (Linear Algebra)
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