Find $a,b$ such that $mathbb R^3 = V oplus W$
$begingroup$
I have some doubts with this task:
Let $a,b in mathbb R$. In linear space $mathbb R^3$ we have:
$$V = span([1,1+a,-2]^T,[2,6,-2-a]^T)= span(v_1,v_2) $$ and $$W = span([0,3,-1-b]^T,[2,2+b,-2]^T) = span(w_1,w_2)$$
Find $a,b$ such that $mathbb R^3 = V oplus W$
If $mathbb R^3 = V oplus W$ then $V cap W = left{vec{0}right}$
I think that I should consider these cases:
$1.$ $(v_1,v_2,w_1)$ are linear independent and $w_2 = alpha w_1 $
$2.$ $(v_1,v_2,w_2)$ are linear independent and $w_1 = alpha w_2 $ (but it is equivalent to $1$ so I don't have to check that)
$3.$ $(w_1,w_2,v_1)$ are linear independent and $v_2 = alpha v_1 $
$4.$ $(w_1,w_2,v_2)$ are linear independent and $v_1 = alpha v_2 $ (but it is equivalent to $3$ so I don't have to check that)
but there are a lot of calculus and I am not sure if (i) this is correct way (ii) how to do this quickly
Can somebody help me with this problem? Thanks for your time.
linear-algebra vector-spaces
$endgroup$
add a comment |
$begingroup$
I have some doubts with this task:
Let $a,b in mathbb R$. In linear space $mathbb R^3$ we have:
$$V = span([1,1+a,-2]^T,[2,6,-2-a]^T)= span(v_1,v_2) $$ and $$W = span([0,3,-1-b]^T,[2,2+b,-2]^T) = span(w_1,w_2)$$
Find $a,b$ such that $mathbb R^3 = V oplus W$
If $mathbb R^3 = V oplus W$ then $V cap W = left{vec{0}right}$
I think that I should consider these cases:
$1.$ $(v_1,v_2,w_1)$ are linear independent and $w_2 = alpha w_1 $
$2.$ $(v_1,v_2,w_2)$ are linear independent and $w_1 = alpha w_2 $ (but it is equivalent to $1$ so I don't have to check that)
$3.$ $(w_1,w_2,v_1)$ are linear independent and $v_2 = alpha v_1 $
$4.$ $(w_1,w_2,v_2)$ are linear independent and $v_1 = alpha v_2 $ (but it is equivalent to $3$ so I don't have to check that)
but there are a lot of calculus and I am not sure if (i) this is correct way (ii) how to do this quickly
Can somebody help me with this problem? Thanks for your time.
linear-algebra vector-spaces
$endgroup$
add a comment |
$begingroup$
I have some doubts with this task:
Let $a,b in mathbb R$. In linear space $mathbb R^3$ we have:
$$V = span([1,1+a,-2]^T,[2,6,-2-a]^T)= span(v_1,v_2) $$ and $$W = span([0,3,-1-b]^T,[2,2+b,-2]^T) = span(w_1,w_2)$$
Find $a,b$ such that $mathbb R^3 = V oplus W$
If $mathbb R^3 = V oplus W$ then $V cap W = left{vec{0}right}$
I think that I should consider these cases:
$1.$ $(v_1,v_2,w_1)$ are linear independent and $w_2 = alpha w_1 $
$2.$ $(v_1,v_2,w_2)$ are linear independent and $w_1 = alpha w_2 $ (but it is equivalent to $1$ so I don't have to check that)
$3.$ $(w_1,w_2,v_1)$ are linear independent and $v_2 = alpha v_1 $
$4.$ $(w_1,w_2,v_2)$ are linear independent and $v_1 = alpha v_2 $ (but it is equivalent to $3$ so I don't have to check that)
but there are a lot of calculus and I am not sure if (i) this is correct way (ii) how to do this quickly
Can somebody help me with this problem? Thanks for your time.
linear-algebra vector-spaces
$endgroup$
I have some doubts with this task:
Let $a,b in mathbb R$. In linear space $mathbb R^3$ we have:
$$V = span([1,1+a,-2]^T,[2,6,-2-a]^T)= span(v_1,v_2) $$ and $$W = span([0,3,-1-b]^T,[2,2+b,-2]^T) = span(w_1,w_2)$$
Find $a,b$ such that $mathbb R^3 = V oplus W$
If $mathbb R^3 = V oplus W$ then $V cap W = left{vec{0}right}$
I think that I should consider these cases:
$1.$ $(v_1,v_2,w_1)$ are linear independent and $w_2 = alpha w_1 $
$2.$ $(v_1,v_2,w_2)$ are linear independent and $w_1 = alpha w_2 $ (but it is equivalent to $1$ so I don't have to check that)
$3.$ $(w_1,w_2,v_1)$ are linear independent and $v_2 = alpha v_1 $
$4.$ $(w_1,w_2,v_2)$ are linear independent and $v_1 = alpha v_2 $ (but it is equivalent to $3$ so I don't have to check that)
but there are a lot of calculus and I am not sure if (i) this is correct way (ii) how to do this quickly
Can somebody help me with this problem? Thanks for your time.
linear-algebra vector-spaces
linear-algebra vector-spaces
edited Jan 8 at 11:16
VirtualUser
asked Jan 8 at 10:41
VirtualUserVirtualUser
69914
69914
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1 Answer
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$begingroup$
Observe that both $V$ and $W$ can be at most two dimensional each. If both are two dimensional then their intersection cannot be just ${0}$. If one of them is $0$ dimensional OR both are $1$ dimensional then $Bbb{R}^3$ cannot be their direct sum. So the only two possibilities are:
$V$ is $1-$dim and W is $2-$dim.
$V$ is $2-$dim and W is $1-$dim.
In the first case $v_1$ and $v_2$ must be dependent vectors and $v_1,w_1,w_2$ must be independent vectors. That means
$$kbegin{bmatrix}1\1+a\-2end{bmatrix}=begin{bmatrix}2\6\-2-aend{bmatrix} implies k=2 text{ and } a=2$$
For the independence of ${v_1,w_1,w_2}$, the following matrix should have full rank.
$$begin{bmatrix}1&3&-2\0&3&-1-b\2&2+b&-2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&b-4&2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&0&frac{(b-2)(b-1)}{3}end{bmatrix}.$$
Thus for full rank, we want $b neq 1,2$.
Thus with $a=2$ and $b neq 1,2$, $Bbb{R}^3=V oplus W$.
Similarly you can do the other case.
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$begingroup$
Observe that both $V$ and $W$ can be at most two dimensional each. If both are two dimensional then their intersection cannot be just ${0}$. If one of them is $0$ dimensional OR both are $1$ dimensional then $Bbb{R}^3$ cannot be their direct sum. So the only two possibilities are:
$V$ is $1-$dim and W is $2-$dim.
$V$ is $2-$dim and W is $1-$dim.
In the first case $v_1$ and $v_2$ must be dependent vectors and $v_1,w_1,w_2$ must be independent vectors. That means
$$kbegin{bmatrix}1\1+a\-2end{bmatrix}=begin{bmatrix}2\6\-2-aend{bmatrix} implies k=2 text{ and } a=2$$
For the independence of ${v_1,w_1,w_2}$, the following matrix should have full rank.
$$begin{bmatrix}1&3&-2\0&3&-1-b\2&2+b&-2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&b-4&2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&0&frac{(b-2)(b-1)}{3}end{bmatrix}.$$
Thus for full rank, we want $b neq 1,2$.
Thus with $a=2$ and $b neq 1,2$, $Bbb{R}^3=V oplus W$.
Similarly you can do the other case.
$endgroup$
add a comment |
$begingroup$
Observe that both $V$ and $W$ can be at most two dimensional each. If both are two dimensional then their intersection cannot be just ${0}$. If one of them is $0$ dimensional OR both are $1$ dimensional then $Bbb{R}^3$ cannot be their direct sum. So the only two possibilities are:
$V$ is $1-$dim and W is $2-$dim.
$V$ is $2-$dim and W is $1-$dim.
In the first case $v_1$ and $v_2$ must be dependent vectors and $v_1,w_1,w_2$ must be independent vectors. That means
$$kbegin{bmatrix}1\1+a\-2end{bmatrix}=begin{bmatrix}2\6\-2-aend{bmatrix} implies k=2 text{ and } a=2$$
For the independence of ${v_1,w_1,w_2}$, the following matrix should have full rank.
$$begin{bmatrix}1&3&-2\0&3&-1-b\2&2+b&-2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&b-4&2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&0&frac{(b-2)(b-1)}{3}end{bmatrix}.$$
Thus for full rank, we want $b neq 1,2$.
Thus with $a=2$ and $b neq 1,2$, $Bbb{R}^3=V oplus W$.
Similarly you can do the other case.
$endgroup$
add a comment |
$begingroup$
Observe that both $V$ and $W$ can be at most two dimensional each. If both are two dimensional then their intersection cannot be just ${0}$. If one of them is $0$ dimensional OR both are $1$ dimensional then $Bbb{R}^3$ cannot be their direct sum. So the only two possibilities are:
$V$ is $1-$dim and W is $2-$dim.
$V$ is $2-$dim and W is $1-$dim.
In the first case $v_1$ and $v_2$ must be dependent vectors and $v_1,w_1,w_2$ must be independent vectors. That means
$$kbegin{bmatrix}1\1+a\-2end{bmatrix}=begin{bmatrix}2\6\-2-aend{bmatrix} implies k=2 text{ and } a=2$$
For the independence of ${v_1,w_1,w_2}$, the following matrix should have full rank.
$$begin{bmatrix}1&3&-2\0&3&-1-b\2&2+b&-2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&b-4&2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&0&frac{(b-2)(b-1)}{3}end{bmatrix}.$$
Thus for full rank, we want $b neq 1,2$.
Thus with $a=2$ and $b neq 1,2$, $Bbb{R}^3=V oplus W$.
Similarly you can do the other case.
$endgroup$
Observe that both $V$ and $W$ can be at most two dimensional each. If both are two dimensional then their intersection cannot be just ${0}$. If one of them is $0$ dimensional OR both are $1$ dimensional then $Bbb{R}^3$ cannot be their direct sum. So the only two possibilities are:
$V$ is $1-$dim and W is $2-$dim.
$V$ is $2-$dim and W is $1-$dim.
In the first case $v_1$ and $v_2$ must be dependent vectors and $v_1,w_1,w_2$ must be independent vectors. That means
$$kbegin{bmatrix}1\1+a\-2end{bmatrix}=begin{bmatrix}2\6\-2-aend{bmatrix} implies k=2 text{ and } a=2$$
For the independence of ${v_1,w_1,w_2}$, the following matrix should have full rank.
$$begin{bmatrix}1&3&-2\0&3&-1-b\2&2+b&-2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&b-4&2end{bmatrix} longrightarrow begin{bmatrix}1&3&-2\0&3&-1-b\0&0&frac{(b-2)(b-1)}{3}end{bmatrix}.$$
Thus for full rank, we want $b neq 1,2$.
Thus with $a=2$ and $b neq 1,2$, $Bbb{R}^3=V oplus W$.
Similarly you can do the other case.
answered Jan 8 at 11:44
Anurag AAnurag A
26k12249
26k12249
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