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Finding a Unit Vector In Exercises \(39-48,\) find a unit vector in the direction of the given vector. Verify that the result has a magnitude of 1 . $$\mathbf{v}=\mathbf{i}+\mathbf{j}$$

Short Answer

Expert verified
The unit vector in the direction of the vector \(\mathbf{v}=\mathbf{i}+\mathbf{j}\) is \(\frac{1}{\sqrt{2}}\mathbf{i} + \frac{1}{\sqrt{2}}\mathbf{j}\). It has been verified that its magnitude is 1, which confirms that the result is indeed a unit vector.

Step by step solution

01

Calculate the magnitude of the vector

The magnitude of a vector \(\mathbf{v} = a\mathbf{i} + b\mathbf{j}\) is given by \(\|v\| = \sqrt{a^2 + b^2}\). For the vector \(\mathbf{v}=\mathbf{i}+\mathbf{j}\), the coefficients for \(\mathbf{i}\) and \(\mathbf{j}\) are both 1. So, the magnitude is \(\|\mathbf{v}\| = \sqrt{1^2 + 1^2} = \sqrt{2}\).
02

Find the unit vector

The unit vector in the direction of a given vector is found by dividing the given vector by its magnitude. Therefore, the unit vector \(\mathbf{u}\) in the direction of \(\mathbf{v}\) is \(\mathbf{u} = \frac{\mathbf{v}}{\|\mathbf{v}\|} = \frac{1}{\sqrt{2}}\mathbf{i} + \frac{1}{\sqrt{2}}\mathbf{j}\).
03

Verify the magnitude

To ensure the calculated vector \(\mathbf{u}\) is a unit vector, its magnitude must be 1. The magnitude of \(\mathbf{u}\) is calculated exactly the same way as in step 1: \(\|\mathbf{u}\| = \sqrt{ (\frac{1}{\sqrt{2}})^2 + (\frac{1}{\sqrt{2}})^2 } = \sqrt{ \frac{1}{2} + \frac{1}{2} } = 1\), which verifies that the result is indeed a unit vector.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Vector Magnitude
Understanding the magnitude of a vector is crucial for various mathematical and physical applications. It essentially measures the 'length' of the vector from its starting point to its ending point, regardless of where the vector is positioned in space. For a two-dimensional vector represented by \( \mathbf{v} = a\mathbf{i} + b\mathbf{j} \) where \( \mathbf{i} \) and \( \mathbf{j} \) are the unit vectors along the x and y axes respectively, the magnitude is calculated using the Pythagorean theorem.
To find the magnitude, denoted as \( \|\mathbf{v}\| \), you square the coefficients (components) \( a \) and \( b \) of the vector, add them together, and take the square root. So, the formula for the magnitude of \( \mathbf{v} \) is \( \|\mathbf{v}\| = \sqrt{a^2 + b^2} \) which gives us a scalar value. This value is always non-negative and gives us a direct measure of the vector's length in the Cartesian plane. For example, with a vector \( \mathbf{v} = \mathbf{i} + \mathbf{j} \), each component is 1, so the magnitude is \( \|\mathbf{v}\| = \sqrt{1^2 + 1^2} = \sqrt{2} \).

Remember, the magnitude reflects the size of the vector but carries no information about its direction, which is why we often use it in conjunction with direction to fully describe a vector.
Direction of Vector
Every vector has not only a magnitude but also a direction. In a two-dimensional space, the direction of a vector can be considered as the 'angle' it makes with the positive x-axis, or as the proportion of the vector that lies along the x and y axes, represented by \( \mathbf{i} \) and \( \mathbf{j} \) respectively.
Finding the direction of a vector leads us to the concept of a unit vector, which is a vector with a magnitude of 1. By converting a vector to a unit vector, we capture the vector's direction without regard to its length. To obtain the unit vector, we divide the given vector by its magnitude. This process normalizes the vector, essentially scaling it down to a magnitude of 1 while retaining its direction.
In our example, \( \mathbf{v} = \mathbf{i} + \mathbf{j} \) is normalized by dividing it by its magnitude \( \sqrt{2} \), yielding the unit vector \( \mathbf{u} = \frac{1}{\sqrt{2}}\mathbf{i} + \frac{1}{\sqrt{2}}\mathbf{j} \). Now, \( \mathbf{u} \) possesses the same direction as \( \mathbf{v} \) but has a standard magnitude of 1, which can be visualized as a vector that just 'touches' the unit circle.
Magnitude Verification
Once we've computed a unit vector, it's important to verify that its magnitude is indeed 1; this serves as a check on our calculation. Verifying the magnitude of a unit vector is done using the same method applied to find the magnitude of any other vector. We take the sum of the squares of the vector's components and find the square root of this sum.
Continuing with our example, \( \mathbf{u} = \frac{1}{\sqrt{2}}\mathbf{i} + \frac{1}{\sqrt{2}}\mathbf{j} \) has components \( \frac{1}{\sqrt{2}} \) along both the x and y axes. To verify the magnitude: \( \|\mathbf{u}\| = \sqrt{ (\frac{1}{\sqrt{2}})^2 + (\frac{1}{\sqrt{2}})^2 } = \sqrt{ \frac{1}{2} + \frac{1}{2} } = 1 \). This outcome confirms that we have correctly calculated the unit vector \( \mathbf{u} \) because its magnitude is 1, as expected for any unit vector.
This step is crucial as it validates the vector's normalization. A unit vector with an incorrect magnitude would lead to errors in any application where it is used, as its fundamental attribute – having a magnitude of exactly 1 – would not hold true.

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