Meaning behind $mathbf{V} subset mathbb{R}^n$
$begingroup$
When I have a vector space spanned by a set of vectors:$$mathbf{V}=mathrm{span}{(a,b,c,d)^T,(d,e,f,g)^T,(2a,2b,2c,2d)^T},$$How can I write $mathbf{V}$ in terms of a subset to another vector space? In this case $mathbf{V}$ is a subspace of dimension 2, but is it true that it is also a subspace of $mathbb{R}^3$ and $mathbb{R}^4$, i.e. $mathbf{V}subsetmathbb{R}^3$, $mathbf{V}subsetmathbb{R}^4$?
My confusion is that when I write $mathbf{V} subset mathbb{R}^3$, does it also imply the all of the element in $mathbf{V}$ are triples?
linear-algebra vector-spaces notation
$endgroup$
add a comment |
$begingroup$
When I have a vector space spanned by a set of vectors:$$mathbf{V}=mathrm{span}{(a,b,c,d)^T,(d,e,f,g)^T,(2a,2b,2c,2d)^T},$$How can I write $mathbf{V}$ in terms of a subset to another vector space? In this case $mathbf{V}$ is a subspace of dimension 2, but is it true that it is also a subspace of $mathbb{R}^3$ and $mathbb{R}^4$, i.e. $mathbf{V}subsetmathbb{R}^3$, $mathbf{V}subsetmathbb{R}^4$?
My confusion is that when I write $mathbf{V} subset mathbb{R}^3$, does it also imply the all of the element in $mathbf{V}$ are triples?
linear-algebra vector-spaces notation
$endgroup$
add a comment |
$begingroup$
When I have a vector space spanned by a set of vectors:$$mathbf{V}=mathrm{span}{(a,b,c,d)^T,(d,e,f,g)^T,(2a,2b,2c,2d)^T},$$How can I write $mathbf{V}$ in terms of a subset to another vector space? In this case $mathbf{V}$ is a subspace of dimension 2, but is it true that it is also a subspace of $mathbb{R}^3$ and $mathbb{R}^4$, i.e. $mathbf{V}subsetmathbb{R}^3$, $mathbf{V}subsetmathbb{R}^4$?
My confusion is that when I write $mathbf{V} subset mathbb{R}^3$, does it also imply the all of the element in $mathbf{V}$ are triples?
linear-algebra vector-spaces notation
$endgroup$
When I have a vector space spanned by a set of vectors:$$mathbf{V}=mathrm{span}{(a,b,c,d)^T,(d,e,f,g)^T,(2a,2b,2c,2d)^T},$$How can I write $mathbf{V}$ in terms of a subset to another vector space? In this case $mathbf{V}$ is a subspace of dimension 2, but is it true that it is also a subspace of $mathbb{R}^3$ and $mathbb{R}^4$, i.e. $mathbf{V}subsetmathbb{R}^3$, $mathbf{V}subsetmathbb{R}^4$?
My confusion is that when I write $mathbf{V} subset mathbb{R}^3$, does it also imply the all of the element in $mathbf{V}$ are triples?
linear-algebra vector-spaces notation
linear-algebra vector-spaces notation
edited Dec 15 '18 at 3:52
Saad
19.7k92352
19.7k92352
asked Dec 15 '18 at 3:43
WeiShan NgWeiShan Ng
617
617
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
$begingroup$
Yes. $Vsubsetmathbb R^4$. But $Vnotsubsetmathbb R^3$, here.
Though $V$ is $2$-dimensional, it is a subspace of $mathbb R^4$. Vectors in $mathbb R^4$ are expressed as $4$-tuples.
Whereas $mathbb R^3$ "sits" in $mathbb R^4$ in a fairly obvious way, we cannot say, for instance, that any $2$-dimensional subspace of $mathbb R^4$ is a subspace of $mathbb R^3$. If the fourth coordinate is $0$ for all elements of $V$, we can say that, in a sense, $Vsubset mathbb R^3$. But here we would be thinking of $mathbb R^3$ as the set of $4$-tuples with fourth coordinate $0$. Note there are other $"mathbb R^3"$s in $mathbb R^4$ (let each of the other $3$ coordinates be $0$).
Plus there are lots of other there $3$-dimensional subspaces (one corresponding to each normal direction).
Btw, all $n$-dimensional vector spaces are isomorphic.
All this can take some getting used to.
$endgroup$
$begingroup$
So we can't simply use the notation $mathbf{V} subseteq mathbb{R}^n$ to say that the subspace $mathbf{V}$ has n dimension, because its element might be of $(geqslant n)$-tuples?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:40
$begingroup$
Right. Any higher dimensional space has $n$-dimensional subspaces.
$endgroup$
– Chris Custer
Dec 15 '18 at 4:42
add a comment |
$begingroup$
No. For example , span of (1,1) in a plane is the line passes through the origin which makes an angle of 45 degree in each of the coordinate axes. It is one dimensional. But considering the same set in a three dimensional space is meaningless.
Instead we consider span(1,1,0).
$endgroup$
$begingroup$
Does it mean I can only say $mathrm{span} { (1,1)^T } subset mathbb{R}^2$, but not $mathrm{span} { (1,1)^T } subset mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:08
$begingroup$
Yes. The second one is meaningless
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:10
$begingroup$
I'm very confused with the notation, how do we represent a vector space $mathbf{V}$ that is of dimension $n$, but having elements of m-tuples ? Like how do we represent $mathbf{V}=mathrm{span} {(1,1,0,0)^T,(1,0,1,0)^T,(1,0,0,1)^T }$? Do I just simply write it as $mathbf{V} in mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:13
$begingroup$
The vectors are in a four dimensional space so you can say V is a subset of a four dimensional space
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:22
$begingroup$
I think I get it now, thank you!
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:27
|
show 1 more comment
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2 Answers
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2 Answers
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active
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$begingroup$
Yes. $Vsubsetmathbb R^4$. But $Vnotsubsetmathbb R^3$, here.
Though $V$ is $2$-dimensional, it is a subspace of $mathbb R^4$. Vectors in $mathbb R^4$ are expressed as $4$-tuples.
Whereas $mathbb R^3$ "sits" in $mathbb R^4$ in a fairly obvious way, we cannot say, for instance, that any $2$-dimensional subspace of $mathbb R^4$ is a subspace of $mathbb R^3$. If the fourth coordinate is $0$ for all elements of $V$, we can say that, in a sense, $Vsubset mathbb R^3$. But here we would be thinking of $mathbb R^3$ as the set of $4$-tuples with fourth coordinate $0$. Note there are other $"mathbb R^3"$s in $mathbb R^4$ (let each of the other $3$ coordinates be $0$).
Plus there are lots of other there $3$-dimensional subspaces (one corresponding to each normal direction).
Btw, all $n$-dimensional vector spaces are isomorphic.
All this can take some getting used to.
$endgroup$
$begingroup$
So we can't simply use the notation $mathbf{V} subseteq mathbb{R}^n$ to say that the subspace $mathbf{V}$ has n dimension, because its element might be of $(geqslant n)$-tuples?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:40
$begingroup$
Right. Any higher dimensional space has $n$-dimensional subspaces.
$endgroup$
– Chris Custer
Dec 15 '18 at 4:42
add a comment |
$begingroup$
Yes. $Vsubsetmathbb R^4$. But $Vnotsubsetmathbb R^3$, here.
Though $V$ is $2$-dimensional, it is a subspace of $mathbb R^4$. Vectors in $mathbb R^4$ are expressed as $4$-tuples.
Whereas $mathbb R^3$ "sits" in $mathbb R^4$ in a fairly obvious way, we cannot say, for instance, that any $2$-dimensional subspace of $mathbb R^4$ is a subspace of $mathbb R^3$. If the fourth coordinate is $0$ for all elements of $V$, we can say that, in a sense, $Vsubset mathbb R^3$. But here we would be thinking of $mathbb R^3$ as the set of $4$-tuples with fourth coordinate $0$. Note there are other $"mathbb R^3"$s in $mathbb R^4$ (let each of the other $3$ coordinates be $0$).
Plus there are lots of other there $3$-dimensional subspaces (one corresponding to each normal direction).
Btw, all $n$-dimensional vector spaces are isomorphic.
All this can take some getting used to.
$endgroup$
$begingroup$
So we can't simply use the notation $mathbf{V} subseteq mathbb{R}^n$ to say that the subspace $mathbf{V}$ has n dimension, because its element might be of $(geqslant n)$-tuples?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:40
$begingroup$
Right. Any higher dimensional space has $n$-dimensional subspaces.
$endgroup$
– Chris Custer
Dec 15 '18 at 4:42
add a comment |
$begingroup$
Yes. $Vsubsetmathbb R^4$. But $Vnotsubsetmathbb R^3$, here.
Though $V$ is $2$-dimensional, it is a subspace of $mathbb R^4$. Vectors in $mathbb R^4$ are expressed as $4$-tuples.
Whereas $mathbb R^3$ "sits" in $mathbb R^4$ in a fairly obvious way, we cannot say, for instance, that any $2$-dimensional subspace of $mathbb R^4$ is a subspace of $mathbb R^3$. If the fourth coordinate is $0$ for all elements of $V$, we can say that, in a sense, $Vsubset mathbb R^3$. But here we would be thinking of $mathbb R^3$ as the set of $4$-tuples with fourth coordinate $0$. Note there are other $"mathbb R^3"$s in $mathbb R^4$ (let each of the other $3$ coordinates be $0$).
Plus there are lots of other there $3$-dimensional subspaces (one corresponding to each normal direction).
Btw, all $n$-dimensional vector spaces are isomorphic.
All this can take some getting used to.
$endgroup$
Yes. $Vsubsetmathbb R^4$. But $Vnotsubsetmathbb R^3$, here.
Though $V$ is $2$-dimensional, it is a subspace of $mathbb R^4$. Vectors in $mathbb R^4$ are expressed as $4$-tuples.
Whereas $mathbb R^3$ "sits" in $mathbb R^4$ in a fairly obvious way, we cannot say, for instance, that any $2$-dimensional subspace of $mathbb R^4$ is a subspace of $mathbb R^3$. If the fourth coordinate is $0$ for all elements of $V$, we can say that, in a sense, $Vsubset mathbb R^3$. But here we would be thinking of $mathbb R^3$ as the set of $4$-tuples with fourth coordinate $0$. Note there are other $"mathbb R^3"$s in $mathbb R^4$ (let each of the other $3$ coordinates be $0$).
Plus there are lots of other there $3$-dimensional subspaces (one corresponding to each normal direction).
Btw, all $n$-dimensional vector spaces are isomorphic.
All this can take some getting used to.
answered Dec 15 '18 at 4:17
Chris CusterChris Custer
13.6k3827
13.6k3827
$begingroup$
So we can't simply use the notation $mathbf{V} subseteq mathbb{R}^n$ to say that the subspace $mathbf{V}$ has n dimension, because its element might be of $(geqslant n)$-tuples?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:40
$begingroup$
Right. Any higher dimensional space has $n$-dimensional subspaces.
$endgroup$
– Chris Custer
Dec 15 '18 at 4:42
add a comment |
$begingroup$
So we can't simply use the notation $mathbf{V} subseteq mathbb{R}^n$ to say that the subspace $mathbf{V}$ has n dimension, because its element might be of $(geqslant n)$-tuples?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:40
$begingroup$
Right. Any higher dimensional space has $n$-dimensional subspaces.
$endgroup$
– Chris Custer
Dec 15 '18 at 4:42
$begingroup$
So we can't simply use the notation $mathbf{V} subseteq mathbb{R}^n$ to say that the subspace $mathbf{V}$ has n dimension, because its element might be of $(geqslant n)$-tuples?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:40
$begingroup$
So we can't simply use the notation $mathbf{V} subseteq mathbb{R}^n$ to say that the subspace $mathbf{V}$ has n dimension, because its element might be of $(geqslant n)$-tuples?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:40
$begingroup$
Right. Any higher dimensional space has $n$-dimensional subspaces.
$endgroup$
– Chris Custer
Dec 15 '18 at 4:42
$begingroup$
Right. Any higher dimensional space has $n$-dimensional subspaces.
$endgroup$
– Chris Custer
Dec 15 '18 at 4:42
add a comment |
$begingroup$
No. For example , span of (1,1) in a plane is the line passes through the origin which makes an angle of 45 degree in each of the coordinate axes. It is one dimensional. But considering the same set in a three dimensional space is meaningless.
Instead we consider span(1,1,0).
$endgroup$
$begingroup$
Does it mean I can only say $mathrm{span} { (1,1)^T } subset mathbb{R}^2$, but not $mathrm{span} { (1,1)^T } subset mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:08
$begingroup$
Yes. The second one is meaningless
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:10
$begingroup$
I'm very confused with the notation, how do we represent a vector space $mathbf{V}$ that is of dimension $n$, but having elements of m-tuples ? Like how do we represent $mathbf{V}=mathrm{span} {(1,1,0,0)^T,(1,0,1,0)^T,(1,0,0,1)^T }$? Do I just simply write it as $mathbf{V} in mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:13
$begingroup$
The vectors are in a four dimensional space so you can say V is a subset of a four dimensional space
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:22
$begingroup$
I think I get it now, thank you!
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:27
|
show 1 more comment
$begingroup$
No. For example , span of (1,1) in a plane is the line passes through the origin which makes an angle of 45 degree in each of the coordinate axes. It is one dimensional. But considering the same set in a three dimensional space is meaningless.
Instead we consider span(1,1,0).
$endgroup$
$begingroup$
Does it mean I can only say $mathrm{span} { (1,1)^T } subset mathbb{R}^2$, but not $mathrm{span} { (1,1)^T } subset mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:08
$begingroup$
Yes. The second one is meaningless
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:10
$begingroup$
I'm very confused with the notation, how do we represent a vector space $mathbf{V}$ that is of dimension $n$, but having elements of m-tuples ? Like how do we represent $mathbf{V}=mathrm{span} {(1,1,0,0)^T,(1,0,1,0)^T,(1,0,0,1)^T }$? Do I just simply write it as $mathbf{V} in mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:13
$begingroup$
The vectors are in a four dimensional space so you can say V is a subset of a four dimensional space
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:22
$begingroup$
I think I get it now, thank you!
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:27
|
show 1 more comment
$begingroup$
No. For example , span of (1,1) in a plane is the line passes through the origin which makes an angle of 45 degree in each of the coordinate axes. It is one dimensional. But considering the same set in a three dimensional space is meaningless.
Instead we consider span(1,1,0).
$endgroup$
No. For example , span of (1,1) in a plane is the line passes through the origin which makes an angle of 45 degree in each of the coordinate axes. It is one dimensional. But considering the same set in a three dimensional space is meaningless.
Instead we consider span(1,1,0).
answered Dec 15 '18 at 4:02
Chinnapparaj RChinnapparaj R
5,5072928
5,5072928
$begingroup$
Does it mean I can only say $mathrm{span} { (1,1)^T } subset mathbb{R}^2$, but not $mathrm{span} { (1,1)^T } subset mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:08
$begingroup$
Yes. The second one is meaningless
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:10
$begingroup$
I'm very confused with the notation, how do we represent a vector space $mathbf{V}$ that is of dimension $n$, but having elements of m-tuples ? Like how do we represent $mathbf{V}=mathrm{span} {(1,1,0,0)^T,(1,0,1,0)^T,(1,0,0,1)^T }$? Do I just simply write it as $mathbf{V} in mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:13
$begingroup$
The vectors are in a four dimensional space so you can say V is a subset of a four dimensional space
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:22
$begingroup$
I think I get it now, thank you!
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:27
|
show 1 more comment
$begingroup$
Does it mean I can only say $mathrm{span} { (1,1)^T } subset mathbb{R}^2$, but not $mathrm{span} { (1,1)^T } subset mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:08
$begingroup$
Yes. The second one is meaningless
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:10
$begingroup$
I'm very confused with the notation, how do we represent a vector space $mathbf{V}$ that is of dimension $n$, but having elements of m-tuples ? Like how do we represent $mathbf{V}=mathrm{span} {(1,1,0,0)^T,(1,0,1,0)^T,(1,0,0,1)^T }$? Do I just simply write it as $mathbf{V} in mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:13
$begingroup$
The vectors are in a four dimensional space so you can say V is a subset of a four dimensional space
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:22
$begingroup$
I think I get it now, thank you!
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:27
$begingroup$
Does it mean I can only say $mathrm{span} { (1,1)^T } subset mathbb{R}^2$, but not $mathrm{span} { (1,1)^T } subset mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:08
$begingroup$
Does it mean I can only say $mathrm{span} { (1,1)^T } subset mathbb{R}^2$, but not $mathrm{span} { (1,1)^T } subset mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:08
$begingroup$
Yes. The second one is meaningless
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:10
$begingroup$
Yes. The second one is meaningless
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:10
$begingroup$
I'm very confused with the notation, how do we represent a vector space $mathbf{V}$ that is of dimension $n$, but having elements of m-tuples ? Like how do we represent $mathbf{V}=mathrm{span} {(1,1,0,0)^T,(1,0,1,0)^T,(1,0,0,1)^T }$? Do I just simply write it as $mathbf{V} in mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:13
$begingroup$
I'm very confused with the notation, how do we represent a vector space $mathbf{V}$ that is of dimension $n$, but having elements of m-tuples ? Like how do we represent $mathbf{V}=mathrm{span} {(1,1,0,0)^T,(1,0,1,0)^T,(1,0,0,1)^T }$? Do I just simply write it as $mathbf{V} in mathbb{R}^3$?
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:13
$begingroup$
The vectors are in a four dimensional space so you can say V is a subset of a four dimensional space
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:22
$begingroup$
The vectors are in a four dimensional space so you can say V is a subset of a four dimensional space
$endgroup$
– Chinnapparaj R
Dec 15 '18 at 4:22
$begingroup$
I think I get it now, thank you!
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:27
$begingroup$
I think I get it now, thank you!
$endgroup$
– WeiShan Ng
Dec 15 '18 at 4:27
|
show 1 more comment
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