Problem 6

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 $$\|\vec{v}\|^{2}+\|\vec{w}\|^{2}=\frac{1}{2}\left[\|\vec{v}+\vec{w}\|^{2}+\|\vec{v}-\vec{w}\|^{2}\right]$$ $$ \vec{v}=\left\langle\frac{3}{5}, \frac{4}{5}\right\rangle, \vec{w}=\left\langle-\frac{4}{5}, \frac{3}{5}\right\rangle $$

Step-by-Step Solution

Verified
Answer
The calculations yield vectors and scalars, confirming the Parallelogram Law.
1Step 1: Calculating Vector Addition
Add the corresponding components of \(\vec{v}\) and \(\vec{w}\):\[ \vec{v} + \vec{w} = \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle + \left\langle -\frac{4}{5}, \frac{3}{5} \right\rangle = \left\langle \frac{3}{5} - \frac{4}{5}, \frac{4}{5} + \frac{3}{5} \right\rangle = \left\langle -\frac{1}{5}, \frac{7}{5} \right\rangle \]The result is a vector: \(\left\langle -\frac{1}{5}, \frac{7}{5} \right\rangle\).
2Step 2: Calculating a Linear Combination
Compute \(\vec{w} - 2\vec{v}\):\[ \vec{w} - 2\vec{v} = \left\langle -\frac{4}{5}, \frac{3}{5} \right\rangle - 2 \times \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle = \left\langle -\frac{4}{5} - \frac{6}{5}, \frac{3}{5} - \frac{8}{5} \right\rangle = \left\langle -2, -1 \right\rangle \]The result is a vector: \(\left\langle -2, -1 \right\rangle\).
3Step 3: Calculating Magnitude of Sum of Vectors
First, calculate \(\vec{v} + \vec{w}\) as in Step 1: \(\left\langle -\frac{1}{5}, \frac{7}{5} \right\rangle\).Find its magnitude:\[ \| \vec{v} + \vec{w} \| = \sqrt{\left(-\frac{1}{5}\right)^2 + \left(\frac{7}{5}\right)^2} = \sqrt{\frac{1}{25} + \frac{49}{25}} = \sqrt{\frac{50}{25}} = \sqrt{2} \]The result is a scalar: \(\sqrt{2}\).
4Step 4: Sum of Magnitudes
Calculate the magnitudes separately:For \(\vec{v}\):\[ \| \vec{v} \| = \sqrt{\left(\frac{3}{5}\right)^2 + \left(\frac{4}{5}\right)^2} = \sqrt{\frac{9}{25} + \frac{16}{25}} = \sqrt{1} = 1 \]For \(\vec{w}\):\[ \| \vec{w} \| = \sqrt{\left(-\frac{4}{5}\right)^2 + \left(\frac{3}{5}\right)^2} = \sqrt{\frac{16}{25} + \frac{9}{25}} = \sqrt{1} = 1 \]Thus, \(\| \vec{v} \| + \| \vec{w} \| = 1 + 1 = 2\).The result is a scalar: \(2\).
5Step 5: Compute \(\|\vec{v}\| \vec{w} - \|\vec{w}\| \vec{v}\)
Using step 4 results \(\|\vec{v}\| = 1\) and \(\|\vec{w}\| = 1\):\[ \|\vec{v}\| \vec{w} - \|\vec{w}\| \vec{v} = 1 \cdot \left\langle -\frac{4}{5}, \frac{3}{5} \right\rangle - 1 \cdot \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle = \left\langle -\frac{4}{5} - \frac{3}{5}, \frac{3}{5} - \frac{4}{5} \right\rangle = \left\langle -\frac{7}{5}, -\frac{1}{5} \right\rangle \]The result is a vector: \(\left\langle -\frac{7}{5}, -\frac{1}{5} \right\rangle\).
6Step 6: Compute \(\|\vec{w}\| \hat{v}\)
First, find the unit vector \(\hat{v}\):\[ \hat{v} = \frac{\vec{v}}{\|\vec{v}\|} = \frac{\left\langle \frac{3}{5}, \frac{4}{5} \right\rangle}{1} = \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle \]Now compute \(\|\vec{w}\| \hat{v}\):\[ \|\vec{w}\| \hat{v} = 1 \cdot \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle = \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle \]The result is a vector: \(\left\langle \frac{3}{5}, \frac{4}{5} \right\rangle\).
7Step 7: Verify Parallelogram Law
First calculate \(\|\vec{v} - \vec{w}\|\):\[ \vec{v} - \vec{w} = \left\langle \frac{3}{5} - \left(-\frac{4}{5}\right), \frac{4}{5} - \frac{3}{5} \right\rangle = \left\langle \frac{7}{5}, \frac{1}{5} \right\rangle \]\[ \|\vec{v} - \vec{w}\| = \sqrt{\left(\frac{7}{5}\right)^2 + \left(\frac{1}{5}\right)^2} = \sqrt{\frac{49}{25} + \frac{1}{25}} = \sqrt{2} \]Now check the formula:\[ \|\vec{v}\|^2 + \|\vec{w}\|^2 = 1^2 + 1^2 = 2 \]\[ \frac{1}{2}[\|\vec{v} + \vec{w}\|^2 + \|\vec{v} - \vec{w}\|^2] = \frac{1}{2}[2 + 2] = 2 \]Both sides equal 2, confirming the Parallelogram Law is satisfied.

Key Concepts

Vector AdditionVector MagnitudesParallelogram LawUnit Vectors
Vector Addition
When you add vectors, you essentially combine their magnitudes and directions. For two vectors \( \vec{v} \) and \( \vec{w} \), vector addition involves adding their respective components separately. This is done by taking the first component of \( \vec{v} \) and adding it to the first component of \( \vec{w} \), and doing the same for the second components. This results in a new vector with these summed components.
For example, if \( \vec{v} = \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle \) and \( \vec{w} = \left\langle -\frac{4}{5}, \frac{3}{5} \right\rangle \), their vector addition is:
  • For the x-component: \( \frac{3}{5} - \frac{4}{5} = -\frac{1}{5} \)
  • For the y-component: \( \frac{4}{5} + \frac{3}{5} = \frac{7}{5} \)
So, \( \vec{v} + \vec{w} = \left\langle -\frac{1}{5}, \frac{7}{5} \right\rangle \). This result is a new vector.
Vector Magnitudes
The magnitude of a vector represents its length and is a scalar. It is calculated using the Pythagorean Theorem, which is akin to finding the hypotenuse of a right triangle. For a vector \( \vec{v} = \langle a, b \rangle \), the magnitude \( \| \vec{v} \| \) is calculated as follows:
\[ \| \vec{v} \| = \sqrt{a^2 + b^2} \]
Applying this to our vectors:
  • Magnitude of \( \vec{v} \):
    \[ \| \vec{v} \| = \sqrt{ \left(\frac{3}{5}\right)^2 + \left(\frac{4}{5}\right)^2 } = 1 \]
  • Magnitude of \( \vec{w} \):
    \[ \| \vec{w} \| = \sqrt{ \left(-\frac{4}{5}\right)^2 + \left(\frac{3}{5}\right)^2 } = 1 \]
Remember, the magnitude is always a positive number, representing the vector's length.
Parallelogram Law
The Parallelogram Law is a beautiful way of verifying vector relationships. It states that the sum of the squares of the magnitudes of two vectors is equal to half the sum of the squares of the magnitudes of their sum and difference. If \( \vec{v} \) and \( \vec{w} \) are two vectors, this law can be expressed mathematically as:
\[ \|\vec{v}\|^{2} + \|\vec{w}\|^{2} = \frac{1}{2} \left[ \|\vec{v} + \vec{w}\|^{2} + \|\vec{v} - \vec{w}\|^{2} \right] \]
In our example:
  • Compute \( \|\vec{v} - \vec{w}\| \) and \( \|\vec{v} + \vec{w}\| \)
  • Verify \[ 1^2 + 1^2 = 2 \] equals \[ \frac{1}{2}[2 + 2] = 2 \]
This confirms that \( \vec{v} \) and \( \vec{w} \) follow the Parallelogram Law.
Unit Vectors
Unit vectors serve the purpose of indicating direction without considering magnitude. The magnitude of a unit vector is always 1. To find a unit vector \( \hat{v} \) from a vector \( \vec{v} \), divide \( \vec{v} \) by its magnitude:
\[ \hat{v} = \frac{\vec{v}}{\|\vec{v}\|} \]
For instance, with \( \vec{v} = \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle \) and \( \|\vec{v}\| = 1 \), the unit vector is:
\[ \hat{v} = \frac{\left\langle \frac{3}{5}, \frac{4}{5} \right\rangle}{1} = \left\langle \frac{3}{5}, \frac{4}{5} \right\rangle \]
Using unit vectors helps in scaling the direction to maintain consistency across different operations.