If $f:{lambda a+(1-lambda)b:0leqlambda leq 1}to mathbb{R}$ is a linear function, then is it true that $f$ is...
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Question: Let $V$ be a real vector space and $a,bin V$ such that $aneq b.$
If $f:{lambda a+(1-lambda)b:0leqlambda leq 1}to mathbb{R}$ is a linear function, then is it true that $f$ is continuous?
I think it is true.
Since $f$ is linear, it suffices to show that $f$ is bounded.
Let $M = max{|f(a)|,|f(b)|}.$
Note that
$$|f(lambda a +(1-lambda)b)| = |lambda f(a) + (1-lambda) f(b)| leq lambda M + (1-lambda)M = M.$$
So $f$ is bounded.
Is my proof above correct?
real-analysis vector-spaces linear-transformations
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add a comment |
$begingroup$
Question: Let $V$ be a real vector space and $a,bin V$ such that $aneq b.$
If $f:{lambda a+(1-lambda)b:0leqlambda leq 1}to mathbb{R}$ is a linear function, then is it true that $f$ is continuous?
I think it is true.
Since $f$ is linear, it suffices to show that $f$ is bounded.
Let $M = max{|f(a)|,|f(b)|}.$
Note that
$$|f(lambda a +(1-lambda)b)| = |lambda f(a) + (1-lambda) f(b)| leq lambda M + (1-lambda)M = M.$$
So $f$ is bounded.
Is my proof above correct?
real-analysis vector-spaces linear-transformations
$endgroup$
$begingroup$
I would be careful, since from what I remember a linear transformation on a vector space is (locally) bounded if and only if it is continuous (I think this is the theorem you are quoting), however the domain of $f$ is not a vector space in this case so I'm not sure if the theorem holds here.
$endgroup$
– clmundergrad
Feb 3 at 3:31
1
$begingroup$
Is $V$ equipped with a norm? Or is it just a general topological vector space?
$endgroup$
– parsiad
Feb 3 at 3:56
1
$begingroup$
The question has no meaning unless you specify a topology on $V$.
$endgroup$
– Kavi Rama Murthy
Feb 3 at 5:07
add a comment |
$begingroup$
Question: Let $V$ be a real vector space and $a,bin V$ such that $aneq b.$
If $f:{lambda a+(1-lambda)b:0leqlambda leq 1}to mathbb{R}$ is a linear function, then is it true that $f$ is continuous?
I think it is true.
Since $f$ is linear, it suffices to show that $f$ is bounded.
Let $M = max{|f(a)|,|f(b)|}.$
Note that
$$|f(lambda a +(1-lambda)b)| = |lambda f(a) + (1-lambda) f(b)| leq lambda M + (1-lambda)M = M.$$
So $f$ is bounded.
Is my proof above correct?
real-analysis vector-spaces linear-transformations
$endgroup$
Question: Let $V$ be a real vector space and $a,bin V$ such that $aneq b.$
If $f:{lambda a+(1-lambda)b:0leqlambda leq 1}to mathbb{R}$ is a linear function, then is it true that $f$ is continuous?
I think it is true.
Since $f$ is linear, it suffices to show that $f$ is bounded.
Let $M = max{|f(a)|,|f(b)|}.$
Note that
$$|f(lambda a +(1-lambda)b)| = |lambda f(a) + (1-lambda) f(b)| leq lambda M + (1-lambda)M = M.$$
So $f$ is bounded.
Is my proof above correct?
real-analysis vector-spaces linear-transformations
real-analysis vector-spaces linear-transformations
asked Feb 3 at 3:23
IdonknowIdonknow
2,610950119
2,610950119
$begingroup$
I would be careful, since from what I remember a linear transformation on a vector space is (locally) bounded if and only if it is continuous (I think this is the theorem you are quoting), however the domain of $f$ is not a vector space in this case so I'm not sure if the theorem holds here.
$endgroup$
– clmundergrad
Feb 3 at 3:31
1
$begingroup$
Is $V$ equipped with a norm? Or is it just a general topological vector space?
$endgroup$
– parsiad
Feb 3 at 3:56
1
$begingroup$
The question has no meaning unless you specify a topology on $V$.
$endgroup$
– Kavi Rama Murthy
Feb 3 at 5:07
add a comment |
$begingroup$
I would be careful, since from what I remember a linear transformation on a vector space is (locally) bounded if and only if it is continuous (I think this is the theorem you are quoting), however the domain of $f$ is not a vector space in this case so I'm not sure if the theorem holds here.
$endgroup$
– clmundergrad
Feb 3 at 3:31
1
$begingroup$
Is $V$ equipped with a norm? Or is it just a general topological vector space?
$endgroup$
– parsiad
Feb 3 at 3:56
1
$begingroup$
The question has no meaning unless you specify a topology on $V$.
$endgroup$
– Kavi Rama Murthy
Feb 3 at 5:07
$begingroup$
I would be careful, since from what I remember a linear transformation on a vector space is (locally) bounded if and only if it is continuous (I think this is the theorem you are quoting), however the domain of $f$ is not a vector space in this case so I'm not sure if the theorem holds here.
$endgroup$
– clmundergrad
Feb 3 at 3:31
$begingroup$
I would be careful, since from what I remember a linear transformation on a vector space is (locally) bounded if and only if it is continuous (I think this is the theorem you are quoting), however the domain of $f$ is not a vector space in this case so I'm not sure if the theorem holds here.
$endgroup$
– clmundergrad
Feb 3 at 3:31
1
1
$begingroup$
Is $V$ equipped with a norm? Or is it just a general topological vector space?
$endgroup$
– parsiad
Feb 3 at 3:56
$begingroup$
Is $V$ equipped with a norm? Or is it just a general topological vector space?
$endgroup$
– parsiad
Feb 3 at 3:56
1
1
$begingroup$
The question has no meaning unless you specify a topology on $V$.
$endgroup$
– Kavi Rama Murthy
Feb 3 at 5:07
$begingroup$
The question has no meaning unless you specify a topology on $V$.
$endgroup$
– Kavi Rama Murthy
Feb 3 at 5:07
add a comment |
1 Answer
1
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oldest
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$begingroup$
Let $x=lambda_{x}a+(1-lambda_{x})b$ and $y=lambda_{y}a+(1-lambda_{y})b$ be points in $operatorname{dom}f$.
Note that
$$
x-y=left(lambda_{x}-lambda_{y}right)left(a-bright).
$$
Suppose $V$ is a normed vector space and that $aneq b$ (the case of $a=b$ is uninteresting since $operatorname{dom}f$ becomes a singleton).
By the above,
$$
left|lambda_{x}-lambda_{y}right|=frac{leftVert x-yrightVert }{leftVert a-brightVert }.
$$
Moreover,
$$
left|f(x)-f(y)right|=left|f(x-y)right|=left|lambda_{x}-lambda_{y}right|left|f(a-b)right|,
$$
and hence $f$ is continuous since $|lambda_{x}-lambda_{y}|rightarrow0$ as $leftVert x-yrightVert rightarrow0$.
$endgroup$
$begingroup$
But this only works on the subspace generated by $a,b$. In general the assertion cannot be true since any, also discontinuous, linear mapping is continuous in finite dimensional subspaces.
$endgroup$
– Jens Schwaiger
Feb 3 at 7:12
$begingroup$
Since OP wrote $f : {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } rightarrow mathbb{R}$, I assumed $operatorname{dom}f = {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } subset operatorname{span}(a, b)$.
$endgroup$
– parsiad
Feb 3 at 21:59
add a comment |
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1 Answer
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1 Answer
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$begingroup$
Let $x=lambda_{x}a+(1-lambda_{x})b$ and $y=lambda_{y}a+(1-lambda_{y})b$ be points in $operatorname{dom}f$.
Note that
$$
x-y=left(lambda_{x}-lambda_{y}right)left(a-bright).
$$
Suppose $V$ is a normed vector space and that $aneq b$ (the case of $a=b$ is uninteresting since $operatorname{dom}f$ becomes a singleton).
By the above,
$$
left|lambda_{x}-lambda_{y}right|=frac{leftVert x-yrightVert }{leftVert a-brightVert }.
$$
Moreover,
$$
left|f(x)-f(y)right|=left|f(x-y)right|=left|lambda_{x}-lambda_{y}right|left|f(a-b)right|,
$$
and hence $f$ is continuous since $|lambda_{x}-lambda_{y}|rightarrow0$ as $leftVert x-yrightVert rightarrow0$.
$endgroup$
$begingroup$
But this only works on the subspace generated by $a,b$. In general the assertion cannot be true since any, also discontinuous, linear mapping is continuous in finite dimensional subspaces.
$endgroup$
– Jens Schwaiger
Feb 3 at 7:12
$begingroup$
Since OP wrote $f : {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } rightarrow mathbb{R}$, I assumed $operatorname{dom}f = {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } subset operatorname{span}(a, b)$.
$endgroup$
– parsiad
Feb 3 at 21:59
add a comment |
$begingroup$
Let $x=lambda_{x}a+(1-lambda_{x})b$ and $y=lambda_{y}a+(1-lambda_{y})b$ be points in $operatorname{dom}f$.
Note that
$$
x-y=left(lambda_{x}-lambda_{y}right)left(a-bright).
$$
Suppose $V$ is a normed vector space and that $aneq b$ (the case of $a=b$ is uninteresting since $operatorname{dom}f$ becomes a singleton).
By the above,
$$
left|lambda_{x}-lambda_{y}right|=frac{leftVert x-yrightVert }{leftVert a-brightVert }.
$$
Moreover,
$$
left|f(x)-f(y)right|=left|f(x-y)right|=left|lambda_{x}-lambda_{y}right|left|f(a-b)right|,
$$
and hence $f$ is continuous since $|lambda_{x}-lambda_{y}|rightarrow0$ as $leftVert x-yrightVert rightarrow0$.
$endgroup$
$begingroup$
But this only works on the subspace generated by $a,b$. In general the assertion cannot be true since any, also discontinuous, linear mapping is continuous in finite dimensional subspaces.
$endgroup$
– Jens Schwaiger
Feb 3 at 7:12
$begingroup$
Since OP wrote $f : {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } rightarrow mathbb{R}$, I assumed $operatorname{dom}f = {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } subset operatorname{span}(a, b)$.
$endgroup$
– parsiad
Feb 3 at 21:59
add a comment |
$begingroup$
Let $x=lambda_{x}a+(1-lambda_{x})b$ and $y=lambda_{y}a+(1-lambda_{y})b$ be points in $operatorname{dom}f$.
Note that
$$
x-y=left(lambda_{x}-lambda_{y}right)left(a-bright).
$$
Suppose $V$ is a normed vector space and that $aneq b$ (the case of $a=b$ is uninteresting since $operatorname{dom}f$ becomes a singleton).
By the above,
$$
left|lambda_{x}-lambda_{y}right|=frac{leftVert x-yrightVert }{leftVert a-brightVert }.
$$
Moreover,
$$
left|f(x)-f(y)right|=left|f(x-y)right|=left|lambda_{x}-lambda_{y}right|left|f(a-b)right|,
$$
and hence $f$ is continuous since $|lambda_{x}-lambda_{y}|rightarrow0$ as $leftVert x-yrightVert rightarrow0$.
$endgroup$
Let $x=lambda_{x}a+(1-lambda_{x})b$ and $y=lambda_{y}a+(1-lambda_{y})b$ be points in $operatorname{dom}f$.
Note that
$$
x-y=left(lambda_{x}-lambda_{y}right)left(a-bright).
$$
Suppose $V$ is a normed vector space and that $aneq b$ (the case of $a=b$ is uninteresting since $operatorname{dom}f$ becomes a singleton).
By the above,
$$
left|lambda_{x}-lambda_{y}right|=frac{leftVert x-yrightVert }{leftVert a-brightVert }.
$$
Moreover,
$$
left|f(x)-f(y)right|=left|f(x-y)right|=left|lambda_{x}-lambda_{y}right|left|f(a-b)right|,
$$
and hence $f$ is continuous since $|lambda_{x}-lambda_{y}|rightarrow0$ as $leftVert x-yrightVert rightarrow0$.
answered Feb 3 at 4:28
parsiadparsiad
18.8k32554
18.8k32554
$begingroup$
But this only works on the subspace generated by $a,b$. In general the assertion cannot be true since any, also discontinuous, linear mapping is continuous in finite dimensional subspaces.
$endgroup$
– Jens Schwaiger
Feb 3 at 7:12
$begingroup$
Since OP wrote $f : {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } rightarrow mathbb{R}$, I assumed $operatorname{dom}f = {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } subset operatorname{span}(a, b)$.
$endgroup$
– parsiad
Feb 3 at 21:59
add a comment |
$begingroup$
But this only works on the subspace generated by $a,b$. In general the assertion cannot be true since any, also discontinuous, linear mapping is continuous in finite dimensional subspaces.
$endgroup$
– Jens Schwaiger
Feb 3 at 7:12
$begingroup$
Since OP wrote $f : {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } rightarrow mathbb{R}$, I assumed $operatorname{dom}f = {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } subset operatorname{span}(a, b)$.
$endgroup$
– parsiad
Feb 3 at 21:59
$begingroup$
But this only works on the subspace generated by $a,b$. In general the assertion cannot be true since any, also discontinuous, linear mapping is continuous in finite dimensional subspaces.
$endgroup$
– Jens Schwaiger
Feb 3 at 7:12
$begingroup$
But this only works on the subspace generated by $a,b$. In general the assertion cannot be true since any, also discontinuous, linear mapping is continuous in finite dimensional subspaces.
$endgroup$
– Jens Schwaiger
Feb 3 at 7:12
$begingroup$
Since OP wrote $f : {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } rightarrow mathbb{R}$, I assumed $operatorname{dom}f = {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } subset operatorname{span}(a, b)$.
$endgroup$
– parsiad
Feb 3 at 21:59
$begingroup$
Since OP wrote $f : {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } rightarrow mathbb{R}$, I assumed $operatorname{dom}f = {lambda a + (1 - lambda b) b: 0 leq lambda leq 1 } subset operatorname{span}(a, b)$.
$endgroup$
– parsiad
Feb 3 at 21:59
add a comment |
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$begingroup$
I would be careful, since from what I remember a linear transformation on a vector space is (locally) bounded if and only if it is continuous (I think this is the theorem you are quoting), however the domain of $f$ is not a vector space in this case so I'm not sure if the theorem holds here.
$endgroup$
– clmundergrad
Feb 3 at 3:31
1
$begingroup$
Is $V$ equipped with a norm? Or is it just a general topological vector space?
$endgroup$
– parsiad
Feb 3 at 3:56
1
$begingroup$
The question has no meaning unless you specify a topology on $V$.
$endgroup$
– Kavi Rama Murthy
Feb 3 at 5:07