Norm of a linear operator from $mathbbR^2tomathbbR^3$
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Find $|T|_mathcalL$ where $TinmathcalL(mathbbR^2,mathbbR^3)$ is defined by $$T(mathbfx)=(x,2x, 3x) forall mathbfx=(x,y)inmathbbR^2$$
My approach
- $T$ is a linear operator (easy to prove);
- $|mathbfx|=sqrtx^2+y^2 forall mathbfxinmathbbR^2$
- $|T(mathbfx)|=sqrtx^2+4x^2+9x^2=sqrt14|x|$
so
$fracmathbfx=fracxsqrtx^2+y^2lefracx=sqrt14 forallmathbfxne mathbf0$
This means that $|T|_mathcalLlesqrt14$. For $mathbfx=(1,0)$ we have that $|T(mathbfx)|=sqrt14$ so $|T|_mathcalL=sqrt14$.
Second approach
Let $mathbfx$ be a unitary vector of $mathbbR^2$, such that
$$|mathbbx|=1implies x^2+y^2=1 to |x|=sqrt1-y^2 forall yin [-1,1]$$
so
$$|T(mathbfx)|=sqrt14|x|=sqrt14sqrt1-y^2lesqrt14 forall yin [-1,1]$$
In particular $|T(mathbfx)|=sqrt14$ for $(x,y)=(1,0)$, hence $|T|_mathcalL=sqrt14$.
Are these solutions ok? Thanks.
functional-analysis measure-theory linear-transformations
 |Â
show 3 more comments
up vote
4
down vote
favorite
Find $|T|_mathcalL$ where $TinmathcalL(mathbbR^2,mathbbR^3)$ is defined by $$T(mathbfx)=(x,2x, 3x) forall mathbfx=(x,y)inmathbbR^2$$
My approach
- $T$ is a linear operator (easy to prove);
- $|mathbfx|=sqrtx^2+y^2 forall mathbfxinmathbbR^2$
- $|T(mathbfx)|=sqrtx^2+4x^2+9x^2=sqrt14|x|$
so
$fracmathbfx=fracxsqrtx^2+y^2lefracx=sqrt14 forallmathbfxne mathbf0$
This means that $|T|_mathcalLlesqrt14$. For $mathbfx=(1,0)$ we have that $|T(mathbfx)|=sqrt14$ so $|T|_mathcalL=sqrt14$.
Second approach
Let $mathbfx$ be a unitary vector of $mathbbR^2$, such that
$$|mathbbx|=1implies x^2+y^2=1 to |x|=sqrt1-y^2 forall yin [-1,1]$$
so
$$|T(mathbfx)|=sqrt14|x|=sqrt14sqrt1-y^2lesqrt14 forall yin [-1,1]$$
In particular $|T(mathbfx)|=sqrt14$ for $(x,y)=(1,0)$, hence $|T|_mathcalL=sqrt14$.
Are these solutions ok? Thanks.
functional-analysis measure-theory linear-transformations
Ouch, the inequality involving $fracT(mathbfx)$ is true for $xne 0$, not for all $mathbfxne mathbf0$.
â Ixion
Sep 1 at 3:21
1
Sounds right to me except probably the inequality for $mathbfxnemathbf0$
â Mostafa Ayaz
Sep 3 at 11:26
yes, you're right, but... if $x=0$ then $|T(mathbfx)|=|mathbf0|=0$, so the inequality $|T(mathbfx)|lesqrt14|x|$ becomes $|mathbf0|le 0to 0le0$ that is true. Right?
â Ixion
Sep 3 at 17:19
1
Why do you need so? You are right on your own....
â Mostafa Ayaz
Sep 3 at 18:50
1
Hope it helps. Good luck!
â Mostafa Ayaz
Sep 4 at 8:37
 |Â
show 3 more comments
up vote
4
down vote
favorite
up vote
4
down vote
favorite
Find $|T|_mathcalL$ where $TinmathcalL(mathbbR^2,mathbbR^3)$ is defined by $$T(mathbfx)=(x,2x, 3x) forall mathbfx=(x,y)inmathbbR^2$$
My approach
- $T$ is a linear operator (easy to prove);
- $|mathbfx|=sqrtx^2+y^2 forall mathbfxinmathbbR^2$
- $|T(mathbfx)|=sqrtx^2+4x^2+9x^2=sqrt14|x|$
so
$fracmathbfx=fracxsqrtx^2+y^2lefracx=sqrt14 forallmathbfxne mathbf0$
This means that $|T|_mathcalLlesqrt14$. For $mathbfx=(1,0)$ we have that $|T(mathbfx)|=sqrt14$ so $|T|_mathcalL=sqrt14$.
Second approach
Let $mathbfx$ be a unitary vector of $mathbbR^2$, such that
$$|mathbbx|=1implies x^2+y^2=1 to |x|=sqrt1-y^2 forall yin [-1,1]$$
so
$$|T(mathbfx)|=sqrt14|x|=sqrt14sqrt1-y^2lesqrt14 forall yin [-1,1]$$
In particular $|T(mathbfx)|=sqrt14$ for $(x,y)=(1,0)$, hence $|T|_mathcalL=sqrt14$.
Are these solutions ok? Thanks.
functional-analysis measure-theory linear-transformations
Find $|T|_mathcalL$ where $TinmathcalL(mathbbR^2,mathbbR^3)$ is defined by $$T(mathbfx)=(x,2x, 3x) forall mathbfx=(x,y)inmathbbR^2$$
My approach
- $T$ is a linear operator (easy to prove);
- $|mathbfx|=sqrtx^2+y^2 forall mathbfxinmathbbR^2$
- $|T(mathbfx)|=sqrtx^2+4x^2+9x^2=sqrt14|x|$
so
$fracmathbfx=fracxsqrtx^2+y^2lefracx=sqrt14 forallmathbfxne mathbf0$
This means that $|T|_mathcalLlesqrt14$. For $mathbfx=(1,0)$ we have that $|T(mathbfx)|=sqrt14$ so $|T|_mathcalL=sqrt14$.
Second approach
Let $mathbfx$ be a unitary vector of $mathbbR^2$, such that
$$|mathbbx|=1implies x^2+y^2=1 to |x|=sqrt1-y^2 forall yin [-1,1]$$
so
$$|T(mathbfx)|=sqrt14|x|=sqrt14sqrt1-y^2lesqrt14 forall yin [-1,1]$$
In particular $|T(mathbfx)|=sqrt14$ for $(x,y)=(1,0)$, hence $|T|_mathcalL=sqrt14$.
Are these solutions ok? Thanks.
functional-analysis measure-theory linear-transformations
functional-analysis measure-theory linear-transformations
asked Sep 1 at 3:16
Ixion
691419
691419
Ouch, the inequality involving $fracT(mathbfx)$ is true for $xne 0$, not for all $mathbfxne mathbf0$.
â Ixion
Sep 1 at 3:21
1
Sounds right to me except probably the inequality for $mathbfxnemathbf0$
â Mostafa Ayaz
Sep 3 at 11:26
yes, you're right, but... if $x=0$ then $|T(mathbfx)|=|mathbf0|=0$, so the inequality $|T(mathbfx)|lesqrt14|x|$ becomes $|mathbf0|le 0to 0le0$ that is true. Right?
â Ixion
Sep 3 at 17:19
1
Why do you need so? You are right on your own....
â Mostafa Ayaz
Sep 3 at 18:50
1
Hope it helps. Good luck!
â Mostafa Ayaz
Sep 4 at 8:37
 |Â
show 3 more comments
Ouch, the inequality involving $fracT(mathbfx)$ is true for $xne 0$, not for all $mathbfxne mathbf0$.
â Ixion
Sep 1 at 3:21
1
Sounds right to me except probably the inequality for $mathbfxnemathbf0$
â Mostafa Ayaz
Sep 3 at 11:26
yes, you're right, but... if $x=0$ then $|T(mathbfx)|=|mathbf0|=0$, so the inequality $|T(mathbfx)|lesqrt14|x|$ becomes $|mathbf0|le 0to 0le0$ that is true. Right?
â Ixion
Sep 3 at 17:19
1
Why do you need so? You are right on your own....
â Mostafa Ayaz
Sep 3 at 18:50
1
Hope it helps. Good luck!
â Mostafa Ayaz
Sep 4 at 8:37
Ouch, the inequality involving $fracT(mathbfx)$ is true for $xne 0$, not for all $mathbfxne mathbf0$.
â Ixion
Sep 1 at 3:21
Ouch, the inequality involving $fracT(mathbfx)$ is true for $xne 0$, not for all $mathbfxne mathbf0$.
â Ixion
Sep 1 at 3:21
1
1
Sounds right to me except probably the inequality for $mathbfxnemathbf0$
â Mostafa Ayaz
Sep 3 at 11:26
Sounds right to me except probably the inequality for $mathbfxnemathbf0$
â Mostafa Ayaz
Sep 3 at 11:26
yes, you're right, but... if $x=0$ then $|T(mathbfx)|=|mathbf0|=0$, so the inequality $|T(mathbfx)|lesqrt14|x|$ becomes $|mathbf0|le 0to 0le0$ that is true. Right?
â Ixion
Sep 3 at 17:19
yes, you're right, but... if $x=0$ then $|T(mathbfx)|=|mathbf0|=0$, so the inequality $|T(mathbfx)|lesqrt14|x|$ becomes $|mathbf0|le 0to 0le0$ that is true. Right?
â Ixion
Sep 3 at 17:19
1
1
Why do you need so? You are right on your own....
â Mostafa Ayaz
Sep 3 at 18:50
Why do you need so? You are right on your own....
â Mostafa Ayaz
Sep 3 at 18:50
1
1
Hope it helps. Good luck!
â Mostafa Ayaz
Sep 4 at 8:37
Hope it helps. Good luck!
â Mostafa Ayaz
Sep 4 at 8:37
 |Â
show 3 more comments
1 Answer
1
active
oldest
votes
up vote
1
down vote
accepted
Yes, your solutions are correct (with the caveat $xneq 0$ vs. $textbfxneq 0$ given in the comments).
A more conceptual approach is the following: Your linear operator is given by the matrix $A:=beginpmatrix1&0\2&0\3&0endpmatrix$. The operator norm induced by the euclidean norm is given by the square root of the spectral radius of $A^T A=beginpmatrix14&0\0&0endpmatrix$.
add a comment |Â
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
1
down vote
accepted
Yes, your solutions are correct (with the caveat $xneq 0$ vs. $textbfxneq 0$ given in the comments).
A more conceptual approach is the following: Your linear operator is given by the matrix $A:=beginpmatrix1&0\2&0\3&0endpmatrix$. The operator norm induced by the euclidean norm is given by the square root of the spectral radius of $A^T A=beginpmatrix14&0\0&0endpmatrix$.
add a comment |Â
up vote
1
down vote
accepted
Yes, your solutions are correct (with the caveat $xneq 0$ vs. $textbfxneq 0$ given in the comments).
A more conceptual approach is the following: Your linear operator is given by the matrix $A:=beginpmatrix1&0\2&0\3&0endpmatrix$. The operator norm induced by the euclidean norm is given by the square root of the spectral radius of $A^T A=beginpmatrix14&0\0&0endpmatrix$.
add a comment |Â
up vote
1
down vote
accepted
up vote
1
down vote
accepted
Yes, your solutions are correct (with the caveat $xneq 0$ vs. $textbfxneq 0$ given in the comments).
A more conceptual approach is the following: Your linear operator is given by the matrix $A:=beginpmatrix1&0\2&0\3&0endpmatrix$. The operator norm induced by the euclidean norm is given by the square root of the spectral radius of $A^T A=beginpmatrix14&0\0&0endpmatrix$.
Yes, your solutions are correct (with the caveat $xneq 0$ vs. $textbfxneq 0$ given in the comments).
A more conceptual approach is the following: Your linear operator is given by the matrix $A:=beginpmatrix1&0\2&0\3&0endpmatrix$. The operator norm induced by the euclidean norm is given by the square root of the spectral radius of $A^T A=beginpmatrix14&0\0&0endpmatrix$.
answered Sep 9 at 14:01
Johannes Hahn
4,067634
4,067634
add a comment |Â
add a comment |Â
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Ouch, the inequality involving $fracT(mathbfx)$ is true for $xne 0$, not for all $mathbfxne mathbf0$.
â Ixion
Sep 1 at 3:21
1
Sounds right to me except probably the inequality for $mathbfxnemathbf0$
â Mostafa Ayaz
Sep 3 at 11:26
yes, you're right, but... if $x=0$ then $|T(mathbfx)|=|mathbf0|=0$, so the inequality $|T(mathbfx)|lesqrt14|x|$ becomes $|mathbf0|le 0to 0le0$ that is true. Right?
â Ixion
Sep 3 at 17:19
1
Why do you need so? You are right on your own....
â Mostafa Ayaz
Sep 3 at 18:50
1
Hope it helps. Good luck!
â Mostafa Ayaz
Sep 4 at 8:37