Unit Length Vector and Dot Product
$begingroup$
Suppose $vec a$ = [4, 6] and $vec b$ = [1, 2]. Determine:
a) A vector with unit length in the opposite direction to $vec b$
For this question I understand I would have to use the $vec a$ = k ($vec b$) equation since we are a talking about opposite direction which I would consider collinear and from there using the magnitude equation to equal $1$ since that is the unit length and I would substitute the result of $vec a$ = k ($vec b$) like so..
$$1=sqrt (k^2+2k^2)$$
$$1=5k^2$$
$${ 1 oversqrt 5} = k$$
But now I have no idea what to do next because the final answer comes to [$-sqrt 5 over 5$,$-2sqrt 5 over 5$]. Have I done everything correct so far? What do I need to do next?
b) The components of a vector with the same magnitude as $vec a$ making an angle of $60^circ$ with the positive x-axis.
I have no idea how to do this question but I feel like I would have to use the dot product for it
linear-algebra vector-spaces vectors
$endgroup$
add a comment |
$begingroup$
Suppose $vec a$ = [4, 6] and $vec b$ = [1, 2]. Determine:
a) A vector with unit length in the opposite direction to $vec b$
For this question I understand I would have to use the $vec a$ = k ($vec b$) equation since we are a talking about opposite direction which I would consider collinear and from there using the magnitude equation to equal $1$ since that is the unit length and I would substitute the result of $vec a$ = k ($vec b$) like so..
$$1=sqrt (k^2+2k^2)$$
$$1=5k^2$$
$${ 1 oversqrt 5} = k$$
But now I have no idea what to do next because the final answer comes to [$-sqrt 5 over 5$,$-2sqrt 5 over 5$]. Have I done everything correct so far? What do I need to do next?
b) The components of a vector with the same magnitude as $vec a$ making an angle of $60^circ$ with the positive x-axis.
I have no idea how to do this question but I feel like I would have to use the dot product for it
linear-algebra vector-spaces vectors
$endgroup$
add a comment |
$begingroup$
Suppose $vec a$ = [4, 6] and $vec b$ = [1, 2]. Determine:
a) A vector with unit length in the opposite direction to $vec b$
For this question I understand I would have to use the $vec a$ = k ($vec b$) equation since we are a talking about opposite direction which I would consider collinear and from there using the magnitude equation to equal $1$ since that is the unit length and I would substitute the result of $vec a$ = k ($vec b$) like so..
$$1=sqrt (k^2+2k^2)$$
$$1=5k^2$$
$${ 1 oversqrt 5} = k$$
But now I have no idea what to do next because the final answer comes to [$-sqrt 5 over 5$,$-2sqrt 5 over 5$]. Have I done everything correct so far? What do I need to do next?
b) The components of a vector with the same magnitude as $vec a$ making an angle of $60^circ$ with the positive x-axis.
I have no idea how to do this question but I feel like I would have to use the dot product for it
linear-algebra vector-spaces vectors
$endgroup$
Suppose $vec a$ = [4, 6] and $vec b$ = [1, 2]. Determine:
a) A vector with unit length in the opposite direction to $vec b$
For this question I understand I would have to use the $vec a$ = k ($vec b$) equation since we are a talking about opposite direction which I would consider collinear and from there using the magnitude equation to equal $1$ since that is the unit length and I would substitute the result of $vec a$ = k ($vec b$) like so..
$$1=sqrt (k^2+2k^2)$$
$$1=5k^2$$
$${ 1 oversqrt 5} = k$$
But now I have no idea what to do next because the final answer comes to [$-sqrt 5 over 5$,$-2sqrt 5 over 5$]. Have I done everything correct so far? What do I need to do next?
b) The components of a vector with the same magnitude as $vec a$ making an angle of $60^circ$ with the positive x-axis.
I have no idea how to do this question but I feel like I would have to use the dot product for it
linear-algebra vector-spaces vectors
linear-algebra vector-spaces vectors
edited Nov 4 '18 at 5:54
Aniruddh Venkatesan
149112
149112
asked Mar 3 '16 at 1:31
Dunja ElezDunja Elez
877
877
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
$begingroup$
This is really simple, Dunja. First, normalize the vector $b$ by dividing each of its coordinates by the length of $b$ (which is $sqrt 5$, here). By this, you shrink the vector to length one. Then put a minus in front of this normalized vector to make it opposite direction. Done.
$endgroup$
$begingroup$
@FriedrichPhillip How do you know to do that? I understand what is to be done but I don't understand why.
$endgroup$
– Dunja Elez
Mar 3 '16 at 1:43
$begingroup$
Well, let $|x|$ denote the length of a vector $x$. It is easy to prove that for a positive number $a$ we have $|ax| = acdot|x|$. Now, let $a = |x|$. Then the length of the vector $(1/a)x$ is $|(1/a)x| = (1/a)|x| = 1$ since $a = |x|$.
$endgroup$
– Friedrich Philipp
Mar 3 '16 at 1:49
add a comment |
$begingroup$
Since a) has already been answered, I'll go ahead and answer just b)
Recall that the formula for the angle between two vectors $overrightarrow{a}$ and $overrightarrow{b}$ is $$cos(theta) = frac{overrightarrow{a} bullet overrightarrow{b}}{||overrightarrow{a}||cdot||overrightarrow{b}||}$$
Now, let's define our two vectors $overrightarrow{a}$ and $overrightarrow{b}$. We know that $overrightarrow{a}$ is begin{pmatrix}
4 \
6
end{pmatrix}so therefore its magnitude is $sqrt{4^2+6^2} = 2sqrt{13}$. We know that the x-axis is a horizontal line, and we can represent any vector along it as begin{pmatrix}
k \
0
end{pmatrix}
where $k in mathbb{R} $. For simplicity's sake, lets let $k = 1$. Now, we define an arbitrary vector $overrightarrow{c}$ such that $$overrightarrow{c} = begin{pmatrix}
x \
y
end{pmatrix}$$
Then, $||overrightarrow{c}|| = sqrt{x^2+y^2}$
We now have all the information we need to solve this problem. We want the angle between our two vectors to be $60^circ$, so the LHS of our first equation becomes $cos(60^circ) = frac{1}{2}$
$$frac{1}{2} = frac{overrightarrow{c} bullet overrightarrow{x}}{2sqrt{13}}$$
The dot product of $overrightarrow{c} bullet overrightarrow{x} = x$, so our after cross-multiplying, our equation becomes $2x = 2sqrt{13} Longrightarrow x = sqrt{13}$
Remember, we're solving for the vector $overrightarrow{c}$, and so far, we only know the value of the $x$ component of that vector. We know that $||overrightarrow{c}|| = 2sqrt{13}$, so $$sqrt{x^2+y^2} = 2sqrt{13}$$
Squaring both sides:$$x^2+y^2=52 Longrightarrow 13 + y^2 = 52$$
From there we can solve for $y$, leaving us with $y = sqrt{39}$.
Therefore, our vector $$ overrightarrow{c} = begin{pmatrix}
sqrt{13} \
sqrt{39}
end{pmatrix}$$
$endgroup$
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
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active
oldest
votes
$begingroup$
This is really simple, Dunja. First, normalize the vector $b$ by dividing each of its coordinates by the length of $b$ (which is $sqrt 5$, here). By this, you shrink the vector to length one. Then put a minus in front of this normalized vector to make it opposite direction. Done.
$endgroup$
$begingroup$
@FriedrichPhillip How do you know to do that? I understand what is to be done but I don't understand why.
$endgroup$
– Dunja Elez
Mar 3 '16 at 1:43
$begingroup$
Well, let $|x|$ denote the length of a vector $x$. It is easy to prove that for a positive number $a$ we have $|ax| = acdot|x|$. Now, let $a = |x|$. Then the length of the vector $(1/a)x$ is $|(1/a)x| = (1/a)|x| = 1$ since $a = |x|$.
$endgroup$
– Friedrich Philipp
Mar 3 '16 at 1:49
add a comment |
$begingroup$
This is really simple, Dunja. First, normalize the vector $b$ by dividing each of its coordinates by the length of $b$ (which is $sqrt 5$, here). By this, you shrink the vector to length one. Then put a minus in front of this normalized vector to make it opposite direction. Done.
$endgroup$
$begingroup$
@FriedrichPhillip How do you know to do that? I understand what is to be done but I don't understand why.
$endgroup$
– Dunja Elez
Mar 3 '16 at 1:43
$begingroup$
Well, let $|x|$ denote the length of a vector $x$. It is easy to prove that for a positive number $a$ we have $|ax| = acdot|x|$. Now, let $a = |x|$. Then the length of the vector $(1/a)x$ is $|(1/a)x| = (1/a)|x| = 1$ since $a = |x|$.
$endgroup$
– Friedrich Philipp
Mar 3 '16 at 1:49
add a comment |
$begingroup$
This is really simple, Dunja. First, normalize the vector $b$ by dividing each of its coordinates by the length of $b$ (which is $sqrt 5$, here). By this, you shrink the vector to length one. Then put a minus in front of this normalized vector to make it opposite direction. Done.
$endgroup$
This is really simple, Dunja. First, normalize the vector $b$ by dividing each of its coordinates by the length of $b$ (which is $sqrt 5$, here). By this, you shrink the vector to length one. Then put a minus in front of this normalized vector to make it opposite direction. Done.
answered Mar 3 '16 at 1:37
Friedrich PhilippFriedrich Philipp
3,341414
3,341414
$begingroup$
@FriedrichPhillip How do you know to do that? I understand what is to be done but I don't understand why.
$endgroup$
– Dunja Elez
Mar 3 '16 at 1:43
$begingroup$
Well, let $|x|$ denote the length of a vector $x$. It is easy to prove that for a positive number $a$ we have $|ax| = acdot|x|$. Now, let $a = |x|$. Then the length of the vector $(1/a)x$ is $|(1/a)x| = (1/a)|x| = 1$ since $a = |x|$.
$endgroup$
– Friedrich Philipp
Mar 3 '16 at 1:49
add a comment |
$begingroup$
@FriedrichPhillip How do you know to do that? I understand what is to be done but I don't understand why.
$endgroup$
– Dunja Elez
Mar 3 '16 at 1:43
$begingroup$
Well, let $|x|$ denote the length of a vector $x$. It is easy to prove that for a positive number $a$ we have $|ax| = acdot|x|$. Now, let $a = |x|$. Then the length of the vector $(1/a)x$ is $|(1/a)x| = (1/a)|x| = 1$ since $a = |x|$.
$endgroup$
– Friedrich Philipp
Mar 3 '16 at 1:49
$begingroup$
@FriedrichPhillip How do you know to do that? I understand what is to be done but I don't understand why.
$endgroup$
– Dunja Elez
Mar 3 '16 at 1:43
$begingroup$
@FriedrichPhillip How do you know to do that? I understand what is to be done but I don't understand why.
$endgroup$
– Dunja Elez
Mar 3 '16 at 1:43
$begingroup$
Well, let $|x|$ denote the length of a vector $x$. It is easy to prove that for a positive number $a$ we have $|ax| = acdot|x|$. Now, let $a = |x|$. Then the length of the vector $(1/a)x$ is $|(1/a)x| = (1/a)|x| = 1$ since $a = |x|$.
$endgroup$
– Friedrich Philipp
Mar 3 '16 at 1:49
$begingroup$
Well, let $|x|$ denote the length of a vector $x$. It is easy to prove that for a positive number $a$ we have $|ax| = acdot|x|$. Now, let $a = |x|$. Then the length of the vector $(1/a)x$ is $|(1/a)x| = (1/a)|x| = 1$ since $a = |x|$.
$endgroup$
– Friedrich Philipp
Mar 3 '16 at 1:49
add a comment |
$begingroup$
Since a) has already been answered, I'll go ahead and answer just b)
Recall that the formula for the angle between two vectors $overrightarrow{a}$ and $overrightarrow{b}$ is $$cos(theta) = frac{overrightarrow{a} bullet overrightarrow{b}}{||overrightarrow{a}||cdot||overrightarrow{b}||}$$
Now, let's define our two vectors $overrightarrow{a}$ and $overrightarrow{b}$. We know that $overrightarrow{a}$ is begin{pmatrix}
4 \
6
end{pmatrix}so therefore its magnitude is $sqrt{4^2+6^2} = 2sqrt{13}$. We know that the x-axis is a horizontal line, and we can represent any vector along it as begin{pmatrix}
k \
0
end{pmatrix}
where $k in mathbb{R} $. For simplicity's sake, lets let $k = 1$. Now, we define an arbitrary vector $overrightarrow{c}$ such that $$overrightarrow{c} = begin{pmatrix}
x \
y
end{pmatrix}$$
Then, $||overrightarrow{c}|| = sqrt{x^2+y^2}$
We now have all the information we need to solve this problem. We want the angle between our two vectors to be $60^circ$, so the LHS of our first equation becomes $cos(60^circ) = frac{1}{2}$
$$frac{1}{2} = frac{overrightarrow{c} bullet overrightarrow{x}}{2sqrt{13}}$$
The dot product of $overrightarrow{c} bullet overrightarrow{x} = x$, so our after cross-multiplying, our equation becomes $2x = 2sqrt{13} Longrightarrow x = sqrt{13}$
Remember, we're solving for the vector $overrightarrow{c}$, and so far, we only know the value of the $x$ component of that vector. We know that $||overrightarrow{c}|| = 2sqrt{13}$, so $$sqrt{x^2+y^2} = 2sqrt{13}$$
Squaring both sides:$$x^2+y^2=52 Longrightarrow 13 + y^2 = 52$$
From there we can solve for $y$, leaving us with $y = sqrt{39}$.
Therefore, our vector $$ overrightarrow{c} = begin{pmatrix}
sqrt{13} \
sqrt{39}
end{pmatrix}$$
$endgroup$
add a comment |
$begingroup$
Since a) has already been answered, I'll go ahead and answer just b)
Recall that the formula for the angle between two vectors $overrightarrow{a}$ and $overrightarrow{b}$ is $$cos(theta) = frac{overrightarrow{a} bullet overrightarrow{b}}{||overrightarrow{a}||cdot||overrightarrow{b}||}$$
Now, let's define our two vectors $overrightarrow{a}$ and $overrightarrow{b}$. We know that $overrightarrow{a}$ is begin{pmatrix}
4 \
6
end{pmatrix}so therefore its magnitude is $sqrt{4^2+6^2} = 2sqrt{13}$. We know that the x-axis is a horizontal line, and we can represent any vector along it as begin{pmatrix}
k \
0
end{pmatrix}
where $k in mathbb{R} $. For simplicity's sake, lets let $k = 1$. Now, we define an arbitrary vector $overrightarrow{c}$ such that $$overrightarrow{c} = begin{pmatrix}
x \
y
end{pmatrix}$$
Then, $||overrightarrow{c}|| = sqrt{x^2+y^2}$
We now have all the information we need to solve this problem. We want the angle between our two vectors to be $60^circ$, so the LHS of our first equation becomes $cos(60^circ) = frac{1}{2}$
$$frac{1}{2} = frac{overrightarrow{c} bullet overrightarrow{x}}{2sqrt{13}}$$
The dot product of $overrightarrow{c} bullet overrightarrow{x} = x$, so our after cross-multiplying, our equation becomes $2x = 2sqrt{13} Longrightarrow x = sqrt{13}$
Remember, we're solving for the vector $overrightarrow{c}$, and so far, we only know the value of the $x$ component of that vector. We know that $||overrightarrow{c}|| = 2sqrt{13}$, so $$sqrt{x^2+y^2} = 2sqrt{13}$$
Squaring both sides:$$x^2+y^2=52 Longrightarrow 13 + y^2 = 52$$
From there we can solve for $y$, leaving us with $y = sqrt{39}$.
Therefore, our vector $$ overrightarrow{c} = begin{pmatrix}
sqrt{13} \
sqrt{39}
end{pmatrix}$$
$endgroup$
add a comment |
$begingroup$
Since a) has already been answered, I'll go ahead and answer just b)
Recall that the formula for the angle between two vectors $overrightarrow{a}$ and $overrightarrow{b}$ is $$cos(theta) = frac{overrightarrow{a} bullet overrightarrow{b}}{||overrightarrow{a}||cdot||overrightarrow{b}||}$$
Now, let's define our two vectors $overrightarrow{a}$ and $overrightarrow{b}$. We know that $overrightarrow{a}$ is begin{pmatrix}
4 \
6
end{pmatrix}so therefore its magnitude is $sqrt{4^2+6^2} = 2sqrt{13}$. We know that the x-axis is a horizontal line, and we can represent any vector along it as begin{pmatrix}
k \
0
end{pmatrix}
where $k in mathbb{R} $. For simplicity's sake, lets let $k = 1$. Now, we define an arbitrary vector $overrightarrow{c}$ such that $$overrightarrow{c} = begin{pmatrix}
x \
y
end{pmatrix}$$
Then, $||overrightarrow{c}|| = sqrt{x^2+y^2}$
We now have all the information we need to solve this problem. We want the angle between our two vectors to be $60^circ$, so the LHS of our first equation becomes $cos(60^circ) = frac{1}{2}$
$$frac{1}{2} = frac{overrightarrow{c} bullet overrightarrow{x}}{2sqrt{13}}$$
The dot product of $overrightarrow{c} bullet overrightarrow{x} = x$, so our after cross-multiplying, our equation becomes $2x = 2sqrt{13} Longrightarrow x = sqrt{13}$
Remember, we're solving for the vector $overrightarrow{c}$, and so far, we only know the value of the $x$ component of that vector. We know that $||overrightarrow{c}|| = 2sqrt{13}$, so $$sqrt{x^2+y^2} = 2sqrt{13}$$
Squaring both sides:$$x^2+y^2=52 Longrightarrow 13 + y^2 = 52$$
From there we can solve for $y$, leaving us with $y = sqrt{39}$.
Therefore, our vector $$ overrightarrow{c} = begin{pmatrix}
sqrt{13} \
sqrt{39}
end{pmatrix}$$
$endgroup$
Since a) has already been answered, I'll go ahead and answer just b)
Recall that the formula for the angle between two vectors $overrightarrow{a}$ and $overrightarrow{b}$ is $$cos(theta) = frac{overrightarrow{a} bullet overrightarrow{b}}{||overrightarrow{a}||cdot||overrightarrow{b}||}$$
Now, let's define our two vectors $overrightarrow{a}$ and $overrightarrow{b}$. We know that $overrightarrow{a}$ is begin{pmatrix}
4 \
6
end{pmatrix}so therefore its magnitude is $sqrt{4^2+6^2} = 2sqrt{13}$. We know that the x-axis is a horizontal line, and we can represent any vector along it as begin{pmatrix}
k \
0
end{pmatrix}
where $k in mathbb{R} $. For simplicity's sake, lets let $k = 1$. Now, we define an arbitrary vector $overrightarrow{c}$ such that $$overrightarrow{c} = begin{pmatrix}
x \
y
end{pmatrix}$$
Then, $||overrightarrow{c}|| = sqrt{x^2+y^2}$
We now have all the information we need to solve this problem. We want the angle between our two vectors to be $60^circ$, so the LHS of our first equation becomes $cos(60^circ) = frac{1}{2}$
$$frac{1}{2} = frac{overrightarrow{c} bullet overrightarrow{x}}{2sqrt{13}}$$
The dot product of $overrightarrow{c} bullet overrightarrow{x} = x$, so our after cross-multiplying, our equation becomes $2x = 2sqrt{13} Longrightarrow x = sqrt{13}$
Remember, we're solving for the vector $overrightarrow{c}$, and so far, we only know the value of the $x$ component of that vector. We know that $||overrightarrow{c}|| = 2sqrt{13}$, so $$sqrt{x^2+y^2} = 2sqrt{13}$$
Squaring both sides:$$x^2+y^2=52 Longrightarrow 13 + y^2 = 52$$
From there we can solve for $y$, leaving us with $y = sqrt{39}$.
Therefore, our vector $$ overrightarrow{c} = begin{pmatrix}
sqrt{13} \
sqrt{39}
end{pmatrix}$$
answered Nov 4 '18 at 5:24
Aniruddh VenkatesanAniruddh Venkatesan
149112
149112
add a comment |
add a comment |
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