Problem 1
Question
Use the given pair of vectors \(\vec{v}\) and \(\vec{w}\) to find the following quantities. State whether the result is a vector or a scalar. $$ \begin{array}{lllll} \bullet \vec{v}+\vec{w} & \bullet \vec{w}-2 \vec{v} & \bullet\|\vec{v}+\vec{w}\| & \bullet\|\vec{v}\|+\|\vec{w}\| & \bullet\|\vec{v}\| \vec{w}-\|\vec{w}\| \vec{v} & \bullet\|\vec{w}\| \hat{v} \end{array} $$ Finally, verify that the vectors satisfy the Parallelogram Law $$\|\vec{v}\|^{2}+\|\vec{w}\|^{2}=\frac{1}{2}\left[\|\vec{v}+\vec{w}\|^{2}+\|\vec{v}-\vec{w}\|^{2}\right]$$ $$ \vec{v}=\langle 12,-5\rangle, \vec{w}=\langle 3,4\rangle $$
Step-by-Step Solution
Verified Answer
The calculations involve both vectors and scalars. The Parallelogram Law is verified.
1Step 1: Calculate \( \vec{v} + \vec{w} \)
Add the corresponding components of \( \vec{v} = \langle 12, -5 \rangle \) and \( \vec{w} = \langle 3, 4 \rangle \). \( \vec{v} + \vec{w} = \langle 12 + 3, -5 + 4 \rangle = \langle 15, -1 \rangle \).The result \( \langle 15, -1 \rangle \) is a vector.
2Step 2: Calculate \( \vec{w} - 2\vec{v} \)
Calculate \( 2\vec{v} \) first by multiplying each component of \( \vec{v} = \langle 12, -5 \rangle \) by 2:\( 2\vec{v} = \langle 24, -10 \rangle \).Then, subtract this from \( \vec{w} = \langle 3, 4 \rangle \):\( \vec{w} - 2\vec{v} = \langle 3 - 24, 4 - (-10) \rangle = \langle -21, 14 \rangle \).The result \( \langle -21, 14 \rangle \) is a vector.
3Step 3: Calculate \( \|\vec{v} + \vec{w}\| \)
Use the vector obtained from Step 1: \( \vec{v} + \vec{w} = \langle 15, -1 \rangle \).Calculate its magnitude using the formula \( \|\vec{a}\| = \sqrt{a_x^2 + a_y^2} \):\[ \|\vec{v} + \vec{w}\| = \sqrt{15^2 + (-1)^2} = \sqrt{225 + 1} = \sqrt{226} \].The result \( \sqrt{226} \) is a scalar.
4Step 4: Calculate \( \|\vec{v}\| + \|\vec{w}\| \)
Calculate the magnitudes of \( \vec{v} = \langle 12, -5 \rangle \) and \( \vec{w} = \langle 3, 4 \rangle \):\[ \|\vec{v}\| = \sqrt{12^2 + (-5)^2} = \sqrt{144 + 25} = \sqrt{169} = 13 \].\[ \|\vec{w}\| = \sqrt{3^2 + 4^2} = \sqrt{9 + 16} = \sqrt{25} = 5 \].Now add the two magnitudes:\( \|\vec{v}\| + \|\vec{w}\| = 13 + 5 = 18 \).The result 18 is a scalar.
5Step 5: Calculate \( \|\vec{v}\|\vec{w} - \|\vec{w}\|\vec{v} \)
First, use the magnitudes calculated in Step 4: \( \|\vec{v}\| = 13 \) and \( \|\vec{w}\| = 5 \).Calculate each product vector:\( \|\vec{v}\| \vec{w} = 13 \cdot \langle 3, 4 \rangle = \langle 39, 52 \rangle \).\( \|\vec{w}\| \vec{v} = 5 \cdot \langle 12, -5 \rangle = \langle 60, -25 \rangle \).Subtract the second product from the first:\( \langle 39, 52 \rangle - \langle 60, -25 \rangle = \langle 39 - 60, 52 - (-25) \rangle = \langle -21, 77 \rangle \).The result \( \langle -21, 77 \rangle \) is a vector.
6Step 6: Calculate \( \|\vec{w}\| \hat{v} \)
Recall that \( \hat{v} \) is the unit vector of \( \vec{v} = \langle 12, -5 \rangle \). First calculate \( \hat{v} \):\( \hat{v} = \frac{\vec{v}}{\|\vec{v}\|} = \frac{\langle 12, -5 \rangle}{13} = \langle \frac{12}{13}, \frac{-5}{13} \rangle \).Then multiply by the magnitude \( \|\vec{w}\| = 5 \) (from Step 4):\( \|\vec{w}\| \hat{v} = 5 \cdot \langle \frac{12}{13}, \frac{-5}{13} \rangle = \langle \frac{60}{13}, \frac{-25}{13} \rangle \).The result \( \langle \frac{60}{13}, \frac{-25}{13} \rangle \) is a vector.
7Step 7: Verify Parallelogram Law
We need to verify that \( \|\vec{v}\|^{2}+\|\vec{w}\|^{2} = \frac{1}{2}[\|\vec{v}+\vec{w}\|^{2}+\|\vec{v}-\vec{w}\|^{2}] \).Calculate each squared magnitude:\( \|\vec{v}\|^2 = 13^2 = 169 \), \( \|\vec{w}\|^2 = 5^2 = 25 \).Thus, \( 169 + 25 = 194 \).Calculate \( \|\vec{v} + \vec{w}\|^{2} = 226 \) (from Step 3).Calculate \( \|\vec{v} - \vec{w}\|^{2} \) where \( \vec{v} - \vec{w} = \langle 9, -9 \rangle \):\( \|\vec{v} - \vec{w}\| = \sqrt{9^2 + (-9)^2} = \sqrt{162} \).Thus, \( \|\vec{v} - \vec{w}\|^2 = 162 \).Now, \( \frac{1}{2}[226 + 162] = \frac{1}{2}[388] = 194 \), which equals \( 194 \).The vectors satisfy the Parallelogram Law.
Key Concepts
Magnitude of a VectorParallelogram LawUnit Vector
Magnitude of a Vector
The magnitude of a vector is like the length of a line in space. This length is represented via a non-negative scalar. To find the magnitude of a vector, such as \( \vec{v} = \langle a, b \rangle \), we use the formula for the Euclidean norm, \( \|\vec{v}\| = \sqrt{a^2 + b^2} \). This formula emerges from the Pythagorean theorem in two dimensions, providing a distance "straight" across from the origin to the endpoint of the vector.
- This calculation results in a scalar that represents distance or size without direction. This can be particularly useful when comparing the lengths of different vectors or understanding the size of one vector in real-world contexts.
- For example, the magnitude of the vector \( \vec{v} = \langle 12, -5 \rangle \) is computed as \( \sqrt{12^2 + (-5)^2} = \sqrt{144 + 25} = \sqrt{169} = 13 \).
Parallelogram Law
The Parallelogram Law for vectors explains a fundamental property of vector addition. When two vectors, \( \vec{v} \) and \( \vec{w} \), are positioned such that their tails coincide, the vector sum \( \vec{v} + \vec{w} \) forms the diagonal of the parallelogram. This geometric representation underscores the commutative nature of vector addition—meaning \( \vec{v} + \vec{w} = \vec{w} + \vec{v} \).
- The associated formula \( \|\vec{v}\|^2 + \|\vec{w}\|^2 = \frac{1}{2} \left[ \|\vec{v}+\vec{w}\|^2 + \|\vec{v}-\vec{w}\|^2 \right] \) is about verifying that the sum of the squares of the magnitudes of two vectors equals half the sum of the squares of the magnitudes of their sums and differences.
- This law arises naturally in physics, for example, in scenarios where forces apply concurrently but not collinearly, allowing for the effective calculation of resultant vectors.
Unit Vector
A unit vector is a vector of length 1, often used to specify a direction without indicating magnitude or size. It is derived by dividing any vector by its magnitude, essentially scaling it down to a length of 1 while maintaining its direction. For vector \( \vec{v} = \langle a, b \rangle \), the unit vector, noted as \( \hat{v} \), is calculated by \[ \hat{v} = \frac{\vec{v}}{\|\vec{v}\|} = \left\langle \frac{a}{\|\vec{v}\|}, \frac{b}{\|\vec{v}\|} \right\rangle \].
- Unit vectors are crucial in defining coordinate system directions, such as \( \hat{i} \), \( \hat{j} \), and \( \hat{k} \) for the x, y, and z directions in three-dimensional space.
- In navigation and computer graphics, they help direct vectors along desired axes without scaling them—merely indicating orientation.
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