The problem asks us to find the value of $y$ such that the three vectors $\vec{a} = 7\hat{i} + y\hat{j} + \hat{k}$, $\vec{b} = 3\hat{i} + 2\hat{j} + \hat{k}$, and $\vec{c} = 5\hat{i} + 3\hat{j} + \hat{k}$ are linearly dependent.

Applied MathematicsLinear AlgebraVectorsLinear DependenceDeterminantsScalar Triple Product
2025/6/15

1. Problem Description

The problem asks us to find the value of yy such that the three vectors a=7i^+yj^+k^\vec{a} = 7\hat{i} + y\hat{j} + \hat{k}, b=3i^+2j^+k^\vec{b} = 3\hat{i} + 2\hat{j} + \hat{k}, and c=5i^+3j^+k^\vec{c} = 5\hat{i} + 3\hat{j} + \hat{k} are linearly dependent.

2. Solution Steps

Three vectors are linearly dependent if their scalar triple product is zero. The scalar triple product of a\vec{a}, b\vec{b}, and c\vec{c} is given by the determinant of the matrix formed by their components:
a(b×c)=7y1321531\vec{a} \cdot (\vec{b} \times \vec{c}) = \begin{vmatrix} 7 & y & 1 \\ 3 & 2 & 1 \\ 5 & 3 & 1 \end{vmatrix}
For the vectors to be linearly dependent, we require
7y1321531=0\begin{vmatrix} 7 & y & 1 \\ 3 & 2 & 1 \\ 5 & 3 & 1 \end{vmatrix} = 0
Expanding the determinant, we get:
7(2113)y(3115)+1(3325)=07(2 \cdot 1 - 1 \cdot 3) - y(3 \cdot 1 - 1 \cdot 5) + 1(3 \cdot 3 - 2 \cdot 5) = 0
7(23)y(35)+(910)=07(2 - 3) - y(3 - 5) + (9 - 10) = 0
7(1)y(2)+(1)=07(-1) - y(-2) + (-1) = 0
7+2y1=0-7 + 2y - 1 = 0
2y8=02y - 8 = 0
2y=82y = 8
y=4y = 4

3. Final Answer

The value of yy that makes the vectors linearly dependent is y=4y = 4.

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