Show that the $l^p$ norms with $1leq p,qleq infty$ are equivalent
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I want to show that for any $1leq p,qleq infty$, that there exists $a,b$ such that $aleft|xright|_p leq left|xright|_q leq bleft|xright|_p$ for all $x$ in $mathbb{R}^n$.
Is there a way to do this without Hölder's Inequalities?
inequality norm
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show 3 more comments
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I want to show that for any $1leq p,qleq infty$, that there exists $a,b$ such that $aleft|xright|_p leq left|xright|_q leq bleft|xright|_p$ for all $x$ in $mathbb{R}^n$.
Is there a way to do this without Hölder's Inequalities?
inequality norm
$endgroup$
$begingroup$
I am able to do this in the case of the 2-norm and infinity norm with a =1 and b =sqrt(n), is the proof similar to this specific case?
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– Sam.S
Jan 16 at 22:31
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Yes: it is quite elementary when $p=infty$, and the general case follows.
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– Mindlack
Jan 16 at 22:32
1
$begingroup$
What is $X$ here?
$endgroup$
– Lorenzo Quarisa
Jan 16 at 22:34
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Its the set of R^n
$endgroup$
– Sam.S
Jan 16 at 22:36
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Well, we do have to be careful. When e.g., $q =infty$ and $p=1$ the constants $a$ and $b$ may depend on $n$. I would imagine that the OP wants $a$ and $b$ to be of the form $a=a(p,q)$ and $b=b(p,q)$ where both $a,a^{-1},b,b^{-1}$ are functions of $p$ and $q$ only--no matter how large $n$ may be
$endgroup$
– Mike
Jan 16 at 22:47
|
show 3 more comments
$begingroup$
I want to show that for any $1leq p,qleq infty$, that there exists $a,b$ such that $aleft|xright|_p leq left|xright|_q leq bleft|xright|_p$ for all $x$ in $mathbb{R}^n$.
Is there a way to do this without Hölder's Inequalities?
inequality norm
$endgroup$
I want to show that for any $1leq p,qleq infty$, that there exists $a,b$ such that $aleft|xright|_p leq left|xright|_q leq bleft|xright|_p$ for all $x$ in $mathbb{R}^n$.
Is there a way to do this without Hölder's Inequalities?
inequality norm
inequality norm
edited Jan 16 at 22:42
Sam.S
asked Jan 16 at 22:30
Sam.SSam.S
679
679
$begingroup$
I am able to do this in the case of the 2-norm and infinity norm with a =1 and b =sqrt(n), is the proof similar to this specific case?
$endgroup$
– Sam.S
Jan 16 at 22:31
$begingroup$
Yes: it is quite elementary when $p=infty$, and the general case follows.
$endgroup$
– Mindlack
Jan 16 at 22:32
1
$begingroup$
What is $X$ here?
$endgroup$
– Lorenzo Quarisa
Jan 16 at 22:34
$begingroup$
Its the set of R^n
$endgroup$
– Sam.S
Jan 16 at 22:36
$begingroup$
Well, we do have to be careful. When e.g., $q =infty$ and $p=1$ the constants $a$ and $b$ may depend on $n$. I would imagine that the OP wants $a$ and $b$ to be of the form $a=a(p,q)$ and $b=b(p,q)$ where both $a,a^{-1},b,b^{-1}$ are functions of $p$ and $q$ only--no matter how large $n$ may be
$endgroup$
– Mike
Jan 16 at 22:47
|
show 3 more comments
$begingroup$
I am able to do this in the case of the 2-norm and infinity norm with a =1 and b =sqrt(n), is the proof similar to this specific case?
$endgroup$
– Sam.S
Jan 16 at 22:31
$begingroup$
Yes: it is quite elementary when $p=infty$, and the general case follows.
$endgroup$
– Mindlack
Jan 16 at 22:32
1
$begingroup$
What is $X$ here?
$endgroup$
– Lorenzo Quarisa
Jan 16 at 22:34
$begingroup$
Its the set of R^n
$endgroup$
– Sam.S
Jan 16 at 22:36
$begingroup$
Well, we do have to be careful. When e.g., $q =infty$ and $p=1$ the constants $a$ and $b$ may depend on $n$. I would imagine that the OP wants $a$ and $b$ to be of the form $a=a(p,q)$ and $b=b(p,q)$ where both $a,a^{-1},b,b^{-1}$ are functions of $p$ and $q$ only--no matter how large $n$ may be
$endgroup$
– Mike
Jan 16 at 22:47
$begingroup$
I am able to do this in the case of the 2-norm and infinity norm with a =1 and b =sqrt(n), is the proof similar to this specific case?
$endgroup$
– Sam.S
Jan 16 at 22:31
$begingroup$
I am able to do this in the case of the 2-norm and infinity norm with a =1 and b =sqrt(n), is the proof similar to this specific case?
$endgroup$
– Sam.S
Jan 16 at 22:31
$begingroup$
Yes: it is quite elementary when $p=infty$, and the general case follows.
$endgroup$
– Mindlack
Jan 16 at 22:32
$begingroup$
Yes: it is quite elementary when $p=infty$, and the general case follows.
$endgroup$
– Mindlack
Jan 16 at 22:32
1
1
$begingroup$
What is $X$ here?
$endgroup$
– Lorenzo Quarisa
Jan 16 at 22:34
$begingroup$
What is $X$ here?
$endgroup$
– Lorenzo Quarisa
Jan 16 at 22:34
$begingroup$
Its the set of R^n
$endgroup$
– Sam.S
Jan 16 at 22:36
$begingroup$
Its the set of R^n
$endgroup$
– Sam.S
Jan 16 at 22:36
$begingroup$
Well, we do have to be careful. When e.g., $q =infty$ and $p=1$ the constants $a$ and $b$ may depend on $n$. I would imagine that the OP wants $a$ and $b$ to be of the form $a=a(p,q)$ and $b=b(p,q)$ where both $a,a^{-1},b,b^{-1}$ are functions of $p$ and $q$ only--no matter how large $n$ may be
$endgroup$
– Mike
Jan 16 at 22:47
$begingroup$
Well, we do have to be careful. When e.g., $q =infty$ and $p=1$ the constants $a$ and $b$ may depend on $n$. I would imagine that the OP wants $a$ and $b$ to be of the form $a=a(p,q)$ and $b=b(p,q)$ where both $a,a^{-1},b,b^{-1}$ are functions of $p$ and $q$ only--no matter how large $n$ may be
$endgroup$
– Mike
Jan 16 at 22:47
|
show 3 more comments
1 Answer
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$|x|_{infty} leq 1$ implies $|x|_{p} leq n^{1/p}$ for any $p in [1,infty)$. Use this and a scaling argument to show that $|x|_{p} leq n^{1/p} |x|_{infty}$. [You have to consider $y=frac x {|x|_{infty}}$ when $x neq 0$]. On the other hand, $ |x|_{infty} leq |x|_{p} $ because $|x_i| leq |x|_{p} $ for each $i$. Hence all of the $p$-norms with $p<infty$ are equivalent to $infty$ norm. This implies that any two of the $p$-norms are equivalent. [ $|x|' leq c|x|''$ and $|x|'' leq d|x|'''$ implies $|x|' leq cd|x|'''$ etc].
$endgroup$
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$begingroup$
$|x|_{infty} leq 1$ implies $|x|_{p} leq n^{1/p}$ for any $p in [1,infty)$. Use this and a scaling argument to show that $|x|_{p} leq n^{1/p} |x|_{infty}$. [You have to consider $y=frac x {|x|_{infty}}$ when $x neq 0$]. On the other hand, $ |x|_{infty} leq |x|_{p} $ because $|x_i| leq |x|_{p} $ for each $i$. Hence all of the $p$-norms with $p<infty$ are equivalent to $infty$ norm. This implies that any two of the $p$-norms are equivalent. [ $|x|' leq c|x|''$ and $|x|'' leq d|x|'''$ implies $|x|' leq cd|x|'''$ etc].
$endgroup$
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$begingroup$
$|x|_{infty} leq 1$ implies $|x|_{p} leq n^{1/p}$ for any $p in [1,infty)$. Use this and a scaling argument to show that $|x|_{p} leq n^{1/p} |x|_{infty}$. [You have to consider $y=frac x {|x|_{infty}}$ when $x neq 0$]. On the other hand, $ |x|_{infty} leq |x|_{p} $ because $|x_i| leq |x|_{p} $ for each $i$. Hence all of the $p$-norms with $p<infty$ are equivalent to $infty$ norm. This implies that any two of the $p$-norms are equivalent. [ $|x|' leq c|x|''$ and $|x|'' leq d|x|'''$ implies $|x|' leq cd|x|'''$ etc].
$endgroup$
add a comment |
$begingroup$
$|x|_{infty} leq 1$ implies $|x|_{p} leq n^{1/p}$ for any $p in [1,infty)$. Use this and a scaling argument to show that $|x|_{p} leq n^{1/p} |x|_{infty}$. [You have to consider $y=frac x {|x|_{infty}}$ when $x neq 0$]. On the other hand, $ |x|_{infty} leq |x|_{p} $ because $|x_i| leq |x|_{p} $ for each $i$. Hence all of the $p$-norms with $p<infty$ are equivalent to $infty$ norm. This implies that any two of the $p$-norms are equivalent. [ $|x|' leq c|x|''$ and $|x|'' leq d|x|'''$ implies $|x|' leq cd|x|'''$ etc].
$endgroup$
$|x|_{infty} leq 1$ implies $|x|_{p} leq n^{1/p}$ for any $p in [1,infty)$. Use this and a scaling argument to show that $|x|_{p} leq n^{1/p} |x|_{infty}$. [You have to consider $y=frac x {|x|_{infty}}$ when $x neq 0$]. On the other hand, $ |x|_{infty} leq |x|_{p} $ because $|x_i| leq |x|_{p} $ for each $i$. Hence all of the $p$-norms with $p<infty$ are equivalent to $infty$ norm. This implies that any two of the $p$-norms are equivalent. [ $|x|' leq c|x|''$ and $|x|'' leq d|x|'''$ implies $|x|' leq cd|x|'''$ etc].
edited Jan 16 at 23:37
answered Jan 16 at 23:24
Kavi Rama MurthyKavi Rama Murthy
59k42161
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$begingroup$
I am able to do this in the case of the 2-norm and infinity norm with a =1 and b =sqrt(n), is the proof similar to this specific case?
$endgroup$
– Sam.S
Jan 16 at 22:31
$begingroup$
Yes: it is quite elementary when $p=infty$, and the general case follows.
$endgroup$
– Mindlack
Jan 16 at 22:32
1
$begingroup$
What is $X$ here?
$endgroup$
– Lorenzo Quarisa
Jan 16 at 22:34
$begingroup$
Its the set of R^n
$endgroup$
– Sam.S
Jan 16 at 22:36
$begingroup$
Well, we do have to be careful. When e.g., $q =infty$ and $p=1$ the constants $a$ and $b$ may depend on $n$. I would imagine that the OP wants $a$ and $b$ to be of the form $a=a(p,q)$ and $b=b(p,q)$ where both $a,a^{-1},b,b^{-1}$ are functions of $p$ and $q$ only--no matter how large $n$ may be
$endgroup$
– Mike
Jan 16 at 22:47