Find All Possible Values of x When 3 Vectors are Linearly Dependent

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Homework Help Overview

The problem involves three vectors \(\vec a\), \(\vec b\), and \(\vec c\) in three-dimensional real vector space, with specific inner product conditions. The task is to find all possible values of \(x = \vec b \cdot \vec c\) when these vectors are linearly dependent.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the conditions for linear dependence and explore the implications of the inner product relationships. There is consideration of using cross products and scalar triple products, as well as setting specific vector values for simplification.

Discussion Status

The discussion is ongoing with various interpretations of the relationships between the vectors. Some participants suggest specific vector configurations to analyze the problem further, while others question the assumptions about coplanarity and the implications of the linear dependence condition.

Contextual Notes

Participants note that the vectors are in three-dimensional space and discuss the implications of orthogonality and independence. There is a focus on the angles between the vectors and how they relate to the conditions given in the problem.

fiksx
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Homework Statement



>There are three vector $$ \vec a ,\vec b, \vec c$$ in three-dimensional real vector space, and the inner product between them $$\vec a . \vec a=\vec b.\vec b=\vec a.\vec c=1, \vec a.\vec b=0, \vec c.\vec c=4 $$ When setting $$x = \vec b.\vec c$$ ,
(dot here means dot product)
answer the following question: when $$ \vec a ,\vec b, \vec c$$ are linearly dependent, find all possible values of $$ x$$

Homework Equations




3. The Attempt at a Solution


For dependent condition

$$\begin{align}
(a×b)·c &= 0\\
a·(b×c) &= 0\\
a(bc \sin θ)&=0
\end{align}$$

So ## \theta= 0## and ##\pi##

Then
$$\begin{align}
x&=|b||c| \cos \theta \\
x&=2 \cos \theta \\
\implies x &= 2 \cos 0, x = 2 \cos \pi \\
x &= \mp 2
\end{align}$$

Am I right?
 
Last edited:
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You haven't said what you mean by ##\theta## and your equation ##a(bc (sin(\theta))=0## looks suspect to me. Where do you take into account the angle between ##\vec b \times \vec c## and ##\vec a##?
 
Gene Naden said:
You haven't said what you mean by ##\theta## and your equation ##a(bc (sin(\theta))=0## looks suspect to me. Where do you take into account the angle between ##\vec b \times \vec c## and ##\vec a##?
$$\theta $$ is angle?
\begin{align}
(a×b)·c &= 0\\
a·(b×c) &= 0\\
a(bc \sin θ)&=0
\end{align}

i think this is cross product? i tried to apply scalar triple product like the one when you find area of parallelogram ? but i wasnt sure
 
fiksx said:

Homework Statement



>There are three vector $$ \vec a ,\vec b, \vec c$$ in three-dimensional real vector space, and the inner product between them $$\vec a . \vec a=\vec b.\vec b=\vec a.\vec c=1, \vec a.\vec b=0, \vec c.\vec c=4 $$ When setting $$\vec x = \vec b.\vec c$$ ,
(dot here means dot product)
answer the following question: when $$ \vec a ,\vec b, \vec c$$ are linearly dependent, find all possible values of $$\vec x$$

Homework Equations

The Attempt at a Solution



For dependent condition

$$\begin{align}
(a×b)·c &= 0\\
a·(b×c) &= 0\\
a(bc \sin θ)&=0
\end{align}$$

So ## \theta= 0## and ##\pi##

Then
$$\begin{align}
x&=|b||c| \cos \theta \\
x&=2 \cos \theta \\
\implies x &= 2 \cos 0, x = 2 \cos \pi \\
x &= \mp 2
\end{align}$$

Am I right?[/B]

(1) Remove the bold font; it looks like you are yelling.
(2) Remove the arrow above ##x##, because ##x## is not a vector---it is a scalar.
 
Ray Vickson said:
(1) Remove the bold font; it looks like you are yelling.
(2) Remove the arrow above ##x##, because ##x## is not a vector---it is a scalar.
ok, done
 
fiksx said:
ok, done

There's no cross product in your given relations. You know ##|a|=1## and rotating all of your vectors by the same amount doesn't change anything. So why not set ##\vec a=(1,0,0)## and see what the relations are telling you in terms of coordinates?
 
Dick said:
There's no cross product in your given relations. You know ##|a|=1## and rotating all of your vectors by the same amount doesn't change anything. So why not set ##\vec a=(1,0,0)## and see what the relations are telling you in terms of coordinates?
thanks! but why set ##\vec a=(1,0,0)## and set to what? i though i can use cross product to test dependency?
 
fiksx said:
thanks! but why set ##\vec a=(1,0,0)## and set to what? i though i can use cross product to test dependency?

The question isn't asking you about dependency, it's asking for a range of values. And like I said, the point to setting ##\vec a=(1,0,0)## is just for definiteness. You could set it to any vector with norm 1. Then put ##\vec b=(b_x, b_y, b_z)## and ##\vec c=(c_x, c_y, c_z)## and see what the relations say in terms of those coordinates.
 
Dick said:
The question isn't asking you about dependency, it's asking for a range of values. And like I said, the point to setting ##\vec a=(1,0,0)## is just for definiteness. You could set it to any vector with norm 1. Then put ##\vec b=(b_x, b_y, b_z)## and ##\vec c=(c_x, c_y, c_z)## and see what the relations say in terms of those coordinates.

do you mean i can pick any vector that match the inner product?
##\vec a=(1, 0, 0)## , ##\vec b=(0, 1, 0)## (?)
is it possible when ##a.c cos \theta= 1##
##1.2 cos \theta=1 ## and find the ##\theta##?
 
  • #10
fiksx said:
do you mean i can pick any vector that match the inner product?
##\vec a=(1, 0, 0)## , ##\vec b=(0, 1, 0)## (?)
is it possible when ##a.c cos \theta= 1##
##1.2 cos \theta=1 ## and find the ##\theta##?

The picture you should have in your head is taking the three vectors and rotating them all together. And yes, since ##\vec a## and ##\vec b## are unit vectors and orthogonal you could choose them that way. But now you can't fix ##\vec c## since it can have a variety of positions with respect to the other two. Just see what the dot product relations tell you about the coordinates of ##\vec c##.
 
  • #11
Dick said:
The picture you should have in your head is taking the three vectors and rotating them all together. And yes, since ##\vec a## and ##\vec b## are unit vectors and orthogonal you could choose them that way. But now you can't fix ##\vec c## since it can have a variety of positions with respect to the other two. Just see what the dot product relations tell you about the coordinates of ##\vec c##.
does this mean that a and b and c is in the same plane? and since a and b are independent to each other, it span the plane? and c is inside it?
so i can write c as linear combination of a and b so c= ka+sb?
 
  • #12
fiksx said:
does this mean that a and b and c is in the same plane? and since a and b are independent to each other, it span the plane? and c is inside it?
so i can write c as linear combination of a and b so c= ka+sb?

I don't see anything in the problem that would indicate the vectors are coplanar. Why do you think that?
 
  • #13
Dick said:
I don't see anything in the problem that would indicate the vectors are coplanar. Why do you think that?
it is said that a.b=0 ?
if ##\vec a=(1, 0, 0)## and ##\vec b=(0, 1, 0)## ,it is independent to each other? so c is in the span of two of them since three of them are dependent? and they are on the same plane?
 
  • #14
fiksx said:
it is said that a.b=0 ?
if ##\vec a=(1, 0, 0)## and ##\vec b=(0, 1, 0)## ,it is independent to each other? so c is in the span of two of them since three of them are dependent? and they are on the same plane?

You're told they are three dimensional vectors. Two independent vectors don't span the space. Nothing in the problem indicates the three are dependent.
 
  • #15
Dick said:
You're told they are three dimensional vectors. Two independent vectors don't span the space. Nothing in the problem indicates the three are dependent.
it is said that when a, b, c are linearly dependent find possible value of x ?
Dick said:
You're told they are three dimensional vectors. Two independent vectors don't span the space. Nothing in the problem indicates the three are dependent.
it is said in the problem a,b,c are linear dependence
##1.2 cos \theta=1## ,from here the angle between a and c is 60 degree? since a and b is orthogonal to each other b and c will be 30 degree? am i right?
 
  • #16
fiksx said:
it is said that when a, b, c are linearly dependent find possible value of x ?

it is said in the problem a,b,c are linear dependence
##1.2 cos \theta=1## ,from here the angle between a and c is 60 degree? since a and b is orthogonal to each other b and c will be 30 degree? am i right?

All right. Sorry, now I see that it does say they are linearly dependent. So almost true. There's another choice of angle that works as well.
 
  • #17
Dick said:
All right. Sorry, now I see that it does say they are linearly dependent. So almost true. There's another choice of angle that works as well.

can i use the fact that a and b span the plane and c is inside the plane? so i can express c as linear combination of them altough it is in 3 dimensional?
x=b.c cos theta since theta is 30 , ##x=b.c cos 30 = \sqrt 3## ?
 
  • #18
fiksx said:
can i use the fact that a and b span the plane and c is inside the plane? so i can express c as linear combination of them altough it is in 3 dimensional?
x=b.c cos theta since theta is 30 , ##x=b.c cos 30 = \sqrt 3## ?

That's one possibility. There's another. There are two different positions in the plane where there's a 60 degree angle between ##\vec a## and ##\vec c##. Draw a picture.
 
  • #19
Dick said:
That's one possibility. There's another. There are two different positions in the plane where there's a 60 degree angle between ##\vec a## and ##\vec c##. Draw a picture.

##\vec a=(1,0,0)## ##\vec b=(0,1,0)## ##\vec c=(1,1,0)## , i choose this point . and clearly c is in span of a and b, can you give me more hint?
 
  • #20
What is the magnitude of ##\vec c##? What can be the components then?
 
  • #21
ehild said:
What is the magnitude of ##\vec c##? What can be the components then?
i was wrong , ##\vec c=(1,1,\sqrt2)##
 
  • #22
Dick said:
That's one possibility. There's another. There are two different positions in the plane where there's a 60 degree angle between ##\vec a## and ##\vec c##. Draw a picture.
sorry i was wrong let ##\vec c=(1,1,\sqrt2)##
 
  • #23
ehild said:
What is the magnitude of c##? What can be the components then?
##\vec
o4toS.png

can you point how can i see the angle here?
 

Attachments

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  • #24
fiksx said:
sorry i was wrong let ##\vec c=(1,1,\sqrt2)##
Are the vectors ## \vec a (1,0,0)##, ## \vec b (0,1,0)##, ## \vec c (1,1,√2)## dependent?
 
  • #25
ehild said:
Are the vectors ## \vec a (1,0,0)##, ## \vec b (0,1,0)##, ## \vec c (1,1,√2)## dependent?
a and b independent but c is dependent to a and b ?
 
  • #26
fiksx said:
a and b independent but c is dependent to a and b ?
Two vectors of the three are independent, and the third can be combined from the two others. You can write vector c as linear combination of a and b vectors, and find the coefficients from the given data.
 
  • #27
ehild said:
Two vectors of the three are independent, and the third can be combined from the two others. You can write vector c as linear combination of a and b vectors, and find the coefficients from the given data.
yes but is the picture that i drew right? how can i find the angle between them?

##\vecView attachment 226262
 
  • #28
You define angles between two vectors, a and c, b and c. But you draw the vector c out of the plane spread by a and b, as if it had a component perpendicular to both a and b, so independent from them. Remember, they are dependent in 3 dimension. That means they are in one plane.

upload_2018-5-28_7-54-32.png
 

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  • #29
fiksx said:
##\vecView attachment 226262
can you point how can i see the angle here?
There are two angles here, between a and c and between b and c. Are the vectors in the drawing dependent?
upload_2018-5-28_8-2-22.png
 

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  • #30
ehild said:
You define angles between two vectors, a and c, b and c. But you draw the vector c out of the plane spread by a and b, as if it had a component perpendicular to both a and b, so independent from them. Remember, they are dependent in 3 dimension. That means they are in one plane.

View attachment 226279
yeah in my picture i chose ##c=(1,1, \sqrt2)## , is it wrong?
ehild said:
There are two angles here, between a and c and between b and c. Are the vectors in the drawing dependent?
View attachment 226280

i think here i was wrong, the three vector are independent to each other in my drawing because they are not in same plane right?
so what coordinate should i choose for c? is ##c=(1,1, \sqrt2)## wrong?
 

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